How Pakistan's 2022 Inflation Surge Hit the Poor Hardest

Pakistan's Inflation Crisis in Context

In 2022, Pakistan experienced one of its most severe inflation episodes in recent history. Average consumer price inflation reached 12.2% for fiscal year 2022 (July 2021 to June 2022), an eleven-year high.^[1] But the annual average obscures an alarming acceleration: by August 2022, year-on-year inflation had surged to 27.3%.^[1]

This inflation surge came from multiple directions simultaneously. Global commodity prices spiked following Russia's invasion of Ukraine. Domestic currency depreciation raised the cost of imports. And the government's attempts to phase out energy subsidies pushed fuel and electricity prices sharply higher.

But inflation is not experienced equally across society. This article examines how the 2022 inflation crisis disproportionately affected Pakistan's poorest households, and how catastrophic floods in August 2022 compounded the crisis by threatening to push millions more into poverty.

Why Inflation Hits the Poor Harder

The impact of inflation depends not just on how fast prices rise, but on what people buy. A household that spends most of its income on food will feel food price increases far more acutely than a household that spends most of its income on education or entertainment.

Data from Pakistan's Household Integrated Economic Survey (HIES) 2018-19 illustrates this starkly. The poorest 10% of households (decile 1) spend 49.2% of their budget on food, while the richest 10% (decile 10) spend just 28.4%.^[2] When we add housing, health, and education, the poorest families allocate roughly 72% of their budget to basic necessities.^[1]

This difference in consumption patterns creates what economists call "inflation inequality." When food and energy prices rise faster than overall inflation, the poor experience effectively higher inflation than the rich, even though both groups face the same nominal price increases.

Note on data vintage: These consumption patterns are based on HIES 2018-19, which predates both the COVID-19 pandemic and the 2022 inflation surge. Consumption patterns may have shifted since then, but no more recent survey data is publicly available.

The 2022 Inflation Breakdown: Food and Energy Led the Surge

The 2022 inflation crisis was driven primarily by food and energy prices, the categories where the poor spend the largest share of their income.

Food Inflation

Food prices rose dramatically throughout 2022. By August 2022, food inflation had reached 30.2% year-on-year in rural areas and 28.8% in urban areas.^[1] These rates exceeded headline inflation (27.3%), meaning food was rising faster than overall prices.

For a household spending half its income on food, a 30% increase in food prices effectively means a 15% reduction in real purchasing power from food costs alone, before accounting for increases in other categories.

Energy Inflation

Energy prices rose even faster in proportional terms. By August 2022, energy inflation had reached 80.7% year-on-year in urban areas and 67.8% in rural areas.^[1] This reflected the government's partial withdrawal of fuel and electricity subsidies as part of an IMF-supported stabilization program.

The irony is that energy subsidies, which were politically popular, had been highly regressive. Richer households consume more electricity and fuel in absolute terms, so they captured a larger share of subsidy benefits. Replacing blanket subsidies with targeted cash transfers to the poor would be more equitable, though politically more difficult.

Core Inflation

Core inflation, which excludes volatile food and energy prices, also rose but more modestly. By August 2022, core inflation reached 13.8% in urban areas and 16.5% in rural areas.^[1] This still represents a substantial increase from FY21 levels (6.0% urban, 7.6% rural) but indicates that the headline inflation spike was primarily driven by food and energy rather than broad-based price pressures.

Measuring Inflation Inequality: The Decile Gap

World Bank staff calculations combining HIES consumption patterns with PBS price data estimate that the poorest decile experienced inflation approximately 1 percentage point higher than the richest decile.^[1] This may seem like a small difference, but it compounds over time and comes on top of already lower real incomes.

This "inflation inequality gap" emerges directly from the consumption pattern differences discussed above. When food inflation (affecting 49% of poor households' spending) runs higher than core inflation (affecting a larger share of rich households' spending), the poor face higher effective inflation rates.

Caveat: This calculation uses HIES 2018-19 consumption weights applied to 2022 prices. If poor households changed their consumption patterns in response to price changes (for example, by substituting cheaper foods), the actual gap may differ. However, such substitution often comes with hidden costs, including reduced nutritional quality.

Poverty Trends: Projections and Uncertainty

Understanding poverty trends during this period requires careful attention to data limitations.

What the Survey Data Shows (Through 2018)

The most recent survey-based poverty estimate for Pakistan comes from HIES 2018, which found that 39.84% of the population lived below the $3.65/day poverty line (2017 PPP).^[3] This represents the lower-middle income poverty threshold.

The long-term trend has been positive. Pakistan's poverty rate at this threshold fell from roughly 90% in 1987 to about 40% in 2018, reflecting three decades of economic development.^[3]

What the Projections Suggest (FY21-FY22)

For more recent years, only World Bank staff projections are available, not survey-measured data. These projections estimate that the poverty rate fell from 39.1% in FY21 to 36.4% in FY22, driven by strong GDP growth in FY22.^[1]

Important: These are model-based projections that assume poverty moves with GDP growth. They do not capture the distributional effects of inflation, which may have offset some poverty reduction gains. They also do not reflect the impact of the August 2022 floods.

The 2022 Floods: A Poverty Multiplier

In August and September 2022, Pakistan experienced catastrophic flooding that affected approximately 33 million people, destroyed crops, damaged infrastructure, and displaced millions from their homes. The floods came on top of the ongoing inflation crisis, creating a compound disaster.

The World Bank estimated that the floods could increase the national poverty rate by 2.5 to 4.0 percentage points, potentially pushing an additional 5.8 to 9.0 million people into poverty.^[1]

These estimates were preliminary, based on rapid assessments rather than household survey data. The actual poverty impact may have been higher or lower depending on the effectiveness of relief efforts and the pace of recovery.

The floods disproportionately affected Sindh and Balochistan provinces, which already had higher poverty rates than the national average. This geographic concentration means the poverty impact was likely severe in affected areas even if the national average change appeared modest.

Policy Response: From Subsidies to Targeted Transfers

The 2022 crisis highlighted the limitations of Pakistan's traditional approach to protecting the poor through price subsidies. Blanket subsidies on fuel and electricity benefit richer households more in absolute terms, since they consume more of these goods.

The government expanded the Benazir Income Support Programme (BISP), Pakistan's main cash transfer program, from 4.9 million beneficiary households in December 2021 to 8 million by June 2022.^[1] This represented a significant expansion of targeted social protection, though coverage still fell short of reaching all poor and vulnerable households.

The shift from blanket subsidies to targeted transfers is economically sensible but politically challenging. Subsidies benefit a broad coalition including middle-class voters, while targeted transfers concentrate benefits on the poor who have less political voice.