Publication:
Losing to Inflation: Unmasking the Unequal Price Effect of Inflation across Households

Loading...
Thumbnail Image
Files in English
English PDF (839.71 KB)
210 downloads
English Text (55.78 KB)
12 downloads
Date
2025-01-02
ISSN
Published
2025-01-02
Editor(s)
Abstract
Standard measures of inflation, such as changes in the Consumer Price Index, do not account for the different effects of inflation across income groups emerging from variations in consumption patterns and differences in price trends across consumption categories. This could understate the adverse welfare effects of inflation for poor households. For instance, previous episodes of rising food prices suggested that poor households experience higher inflation rates because food constitutes a relatively larger share of their consumption expenditures. In light of recent increases in energy and food prices in Pakistan, this paper estimates decile-wise inflation to explore the heterogeneity of inflation rates across the income distribution. The findings suggest that relatively poorer households experience higher inflation overall. The poorest households, on average, experienced inflation rates that were one percentage point higher than those faced by the wealthiest households. This paper also suggests policy recommendations to mitigate the higher inflation effects on the poor.
Link to Data Set
Citation
Nasir, Muhammad; Kishwar, Shabana; Meyer, Moritz; Barriga-Cabanillas, Oscar. 2025. Losing to Inflation: Unmasking the Unequal Price Effect of Inflation across Households. Policy Research Working Paper; 11011. © World Bank. http://hdl.handle.net/10986/42588 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    Geopolitics and the World Trading System
    (Washington, DC: World Bank, 2024-12-23) Mattoo, Aaditya; Ruta, Michele; Staiger, Robert W.
    Until the beginning of this century, the GATT/WTO system worked. Economic research provided a compelling explanation. It showed that if governments maximize the well-being of their own countries broadly defined, GATT/WTO principles would facilitate mutually beneficial cooperation over their trade policy choices. Now heightened geopolitical rivalry seems to have undermined the WTO. A simple transposition of the previous rationalization suggests that geopolitics and trade cooperation are not compatible. The paper shows that this is only true if rivalry eclipses any consideration of own-country well-being. In all other circumstances, there are gains from trade cooperation even with geopolitics. Furthermore, the WTO’s relevance is in question only if it adheres too rigidly to its existing rules and norms. Through measured adaptation to the geopolitical imperative, the WTO can continue to thrive as a forum for multilateral trade cooperation in the age of geopolitics.
  • Publication
    The Macroeconomic Implications of Climate Change Impacts and Adaptation Options
    (Washington, DC: World Bank, 2025-05-29) Abalo, Kodzovi; Boehlert, Brent; Bui, Thanh; Burns, Andrew; Castillo, Diego; Chewpreecha, Unnada; Haider, Alexander; Hallegatte, Stephane; Jooste, Charl; McIsaac, Florent; Ruberl, Heather; Smet, Kim; Strzepek, Ken
    Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.
  • Publication
    Global Poverty Revisited Using 2021 PPPs and New Data on Consumption
    (Washington, DC: World Bank, 2025-06-05) Foster, Elizabeth; Jolliffe, Dean Mitchell; Ibarra, Gabriel Lara; Lakner, Christoph; Tettah-Baah, Samuel
    Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.
  • Publication
    Geopolitical Fragmentation and Friendshoring
    (Washington, DC: World Bank, 2025-06-26) Grover, Arti; Vézina, Pierre-Louis
    This paper examines the relationship between geopolitical fragmentation and friendshoring of foreign investments over time, countries, and sectors. The analysis uses comprehensive data on foreign direct investments covering greenfield projects, mergers and acquisitions, and stocks of affiliates, as well as data on four alternative measures of geopolitical distance between countries. The gravity estimations suggest that, first, geopolitical differences have a negative effect on foreign investments and the magnitude has heightened in the post-pandemic period compared to a decade ago. Second, it is primarily the companies from advanced Western economies whose foreign investment decisions are increasingly shaped by friendshoring forces. Finally, the paper shows that friendshoring is not only confined to strategic industries, implying that allocations of foreign direct investments may not solely reflect national security or resilience considerations.
  • Publication
    A Global Assessment of Domestic Petroleum Fuel Prices
    (Washington, DC: World Bank, 2025-06-26) Akcura, Elcin
    Oil prices have been increasingly volatile since 2004. However, the impact of this volatility on domestic end-user prices differs significantly by fuel and country. Some countries fully pass through global price movements to domestic end-user prices, and some countries freeze domestic fuel prices for long periods of time. Fuel subsidies emerge or grow if domestic prices significantly diverge from international prices in times of rising international oil prices. This paper draws on two new databases developed by the author for the purposes of this paper to analyze the degree of pass-through of international price volatility onto domestic consumers for eight fuels between December 2017 and December 2023 for up to 125 economies, depending on the fuel. This period saw significant oil price volatility on account of events such as the COVID-19 pandemic and the war in Ukraine. The paper finds that domestic prices in many countries did not follow international fuel prices within the period analyzed. Countries with price controls had much lower levels of pass-through than those with price deregulation. Countries that adjusted their fuel prices at frequent intervals (weekly or monthly) had higher levels of price pass-through than those adjusting them quarterly or less frequently. Currency depreciation and the existence of an official fuel subsidy are associated with lower levels of price pass-through, and the impact of being a net crude oil or net refined fuel exporter is mixed. The results show that not tracking international prices closely is associated with higher incidences of fuel shortages, fuel smuggling, and fuel black marketing.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Poverty Projections for Pakistan
    (Washington, DC: World Bank, 2025-01-02) Barriga Cabanillas, Oscar; Kishwar, Shabana; Meyer, Moritz; Nasir, Muhammad; Qazi, Maria
    In the fiscal year 2018/19, 21.9 percent of the population in Pakistan lived below the national poverty line. Since then, the COVID-19 pandemic, devastating floods in 2022, and a macro-fiscal crisis with record inflation have profoundly impacted economic activity and income-earning opportunities. The absence of a new household survey limits the ability to ascertain the implications of these different shocks on household welfare and poverty. Up-to-date welfare information is crucial for formulating appropriate policy responses to crises that directly affect households’ socioeconomic well-being. To overcome the lack of current data, this paper proposes a microsimulation tool that combines microdata from the latest national household survey with high-frequency macro indicators to produce nowcasts and forecasts of poverty. The tool models household consumption by using individual and household characteristics and accounts for changes in labor markets, inflation, social transfers, and remittances. The results account for household-specific inflation rates, which reflect systematic variation in household consumption patterns and sector-specific growth rates. Using the preferred specification, the findings suggest that in the fiscal year 2022/23, the poverty rate stood at 25.3 percent, an increase of seven percentage points compared to the 2021/22 period, and representing about 13 million additional people falling into poverty. Moreover, in addition to the projected increase in poverty, poor households face disproportionately higher welfare losses and get pushed deeper into poverty.
  • Publication
    Is Uruguay More Resilient This Time? Distributional Impacts of a Crisis Similar to the 2001/02 Argentine Crisis
    (World Bank, Washington, DC, 2014-04) Cabanillas, Oscar Barriga; Lugo, Maria Ana; Nielsen, Hannah; Rodriguez Castelan, Carlos; Zanetti, Maria Pia
    The 2001/02 Argentine crisis had a profound impact on Uruguay's economy. Uruguay's gross domestic product shrank by 17.5 percent and the proportion of people living below the poverty line doubled in just two years. It took almost 10 years for the poverty rate to recover to its pre-crisis level. This paper uses a macro-micro simulation technique to simulate the impact of a similar crisis on the current Uruguayan economy. The simulation exercise suggests that Uruguay would now be in a better place to weather such a severe crisis. The impact on poverty would be considerably lower, inequality would not change significantly, and household incomes would be 8 percent lower than in the absence of a crisis (almost 9 percent lower for those households in the bottom 40 percent of the income distribution). Young individuals, female-headed households, those living in Montevideo, and those who do not have complete secondary education are more vulnerable to falling into poverty were the crisis to strike.
  • Publication
    Inequality Stagnation in Latin America in the Aftermath of the Global Financial Crisis
    (World Bank Group, Washington, DC, 2014-12) Barriga Cabanillas, Oscar; Cord, Louise; Lucchetti, Leonardo; Rodriguez Castelan, Carlos; Valderrama, Daniel; Sousa, Liliana D.
    Over the past decade (2003-12), Latin America has experienced strong income growth and a notable reduction in income inequality, with the region's Gini coefficient falling from 55.6 to 51.8. Previous studies have warned about the sustainability of such a decline, and this paper presents evidence of stagnation in the pace of reduction of income inequality in Latin America since 2010. This phenomenon of stagnation is robust to different measures of inequality and is largely attributable to the impact of the Global Financial Crisis on Mexico and Central America, where inequality rose after 2010 as labor income recovered. Moreover, this paper finds evidence that much of the continuation of inequality reduction after the crisis at the country level has been due to negative or zero income growth for households in the top of the income distribution, and lower growth of the incomes of the poorest households. The crisis also highlighted weaknesses in the region's labor markets and the heavy reliance on public transfers to redistribute, underscoring the vulnerability of the region's recent social gains to global economic conditions.
  • Publication
    Pakistan Poverty Map 2019–2020
    (Washington, DC: World Bank, 2025-01-02) Malaga Ortega, Ramiro; Meyer, Moritz; Corral Rodas, Paul
    This paper summarizes the approach used to estimate monetary poverty for Pakistan in 2019–20 at the district level. The small area estimation method is used to impute welfare from the Household Income and Expenditure Survey 2018–19 into the Pakistan Social and Living Standard Measurement Survey 2019–20. This application differs from the standard small area estimation implementations that use a survey-to-census method because the two surveys are household surveys. Using surveys instead of a census as the target data offers additional information for modeling poverty, but it also comes at the expense of noise due to sampling. Monetary poverty rates are estimated for 126 districts in Punjab, Sindh, Khyber Pakhtunkhwa, and Balochistan, including, for the first time, the districts of the former Federal Administered Tribal Areas and the former Frontier Regions. Using the Census Empirical Best method, the analysis obtains poverty estimates with higher precision and accuracy than those of the methodology previously implemented in Pakistan.
  • Publication
    The Effects of Taxes and Transfers on Inequality and Poverty in Pakistan
    (Washington, DC: World Bank, 2025-05-23) Amjad, Beenish; Carassco, Haydeeliz; Meyer, Moritz
    This study assesses the impact of fiscal policy in Pakistan - taxes, social expenditures, and subsidy expenditures - on poverty and inequality using the Commitment to Equity (CEQ) Methodology. Results show that fiscal policy increased the national poverty headcount and left inequality largely unchanged during fiscal year 2019 (spanning July 1, 2018, to June 30, 2019). The net effect of the fiscal system is to increase the poverty headcount ratio at the national poverty line by approximately two percentage points. Overall, the combination of direct and indirect taxes paid, cash or near-cash transfers received, and subsidy benefits captured leaves most households as net payers into the fiscal system; only the poorest decile are net recipients in cash terms from the fiscal system. Taxes, transfers, and subsidies have a muted impact on inequality: the Gini coefficient index falls from 29.0 to 28.6 from pre-fiscal to post-fiscal income. The most effective expenditure-side instrument for either poverty or inequality reduction is the BISP social protection program; the revenue-side instruments that shield poor and vulnerable households most effectively are the personal income tax and the urban property tax. The revenue-side instrument most effective at reducing inequality is the personal income tax. Indirect taxes and subsidy expenditures – which are far larger in fiscal magnitude than direct taxes or social transfers (respectively) in Pakistan in fiscal year 2019 – are not particularly effective at reducing poverty or inequality. In-kind transfers of public health and education services also have an insignificant impact on inequality.

Users also downloaded

Showing related downloaded files

  • Publication
    Remarks to the Annual Meetings 2020 Development Committee
    (World Bank, Washington, DC, 2020-10-16) Malpass, David
    David Malpass, President of the World Bank Group, announced that the Board approved a fast track approach to emergency health support programs that now covers 111 countries. Most projects are well advanced, with average disbursement upward of 40 percent. The goal is to take broad, fast action early. The operational framework presented back in June has positioned the Bank to help countries address immediate health threats and social and economic impacts and maintain our focus on long-term development. The Bank is making good progress toward the 15-month target of 160 billion dollars in surge financing. Much of it is for the poorest countries and will take the form of grants or low-rate, long-maturity loans. IFC, through the Global Health Platform, will be providing financing to vaccine manufacturers to foster expanded production of COVID-19 vaccines in both part 1 and 2 countries, providing production is reserved for emerging markets. The Development Committee holds a unique place in the international architecture. It is the only global forum in which the Governments of developed countries and the Governments of developing countries, creditor countries and borrower countries, come together to discuss development and the ‘net transfer of resources to developing countries.’ The current International Financial Architecture system is skewed in favor of the rich and creditor countries. It is important that all voices are heard, so Malpass urged the Ministers of developing countries to use their voice and speak their minds today. Malpass urged consideration of how we can build a new approach to debt restructuring that allows for a fair relationship and balance between creditors and debtors. This will be critical in restoring growth in developing countries; and helping reverse the inequality.
  • Publication
    Classroom Assessment to Support Foundational Literacy
    (Washington, DC: World Bank, 2025-03-21) Luna-Bazaldua, Diego; Levin, Victoria; Liberman, Julia; Gala, Priyal Mukesh
    This document focuses primarily on how classroom assessment activities can measure students’ literacy skills as they progress along a learning trajectory towards reading fluently and with comprehension by the end of primary school grades. The document addresses considerations regarding the design and implementation of early grade reading classroom assessment, provides examples of assessment activities from a variety of countries and contexts, and discusses the importance of incorporating classroom assessment practices into teacher training and professional development opportunities for teachers. The structure of the document is as follows. The first section presents definitions and addresses basic questions on classroom assessment. Section 2 covers the intersection between assessment and early grade reading by discussing how learning assessment can measure early grade reading skills following the reading learning trajectory. Section 3 compares some of the most common early grade literacy assessment tools with respect to the early grade reading skills and developmental phases. Section 4 of the document addresses teacher training considerations in developing, scoring, and using early grade reading assessment. Additional issues in assessing reading skills in the classroom and using assessment results to improve teaching and learning are reviewed in section 5. Throughout the document, country cases are presented to demonstrate how assessment activities can be implemented in the classroom in different contexts.
  • Publication
    World Development Report 2011
    (World Bank, 2011) World Bank
    The 2011 World development report looks across disciplines and experiences drawn from around the world to offer some ideas and practical recommendations on how to move beyond conflict and fragility and secure development. The key messages are important for all countries-low, middle, and high income-as well as for regional and global institutions: first, institutional legitimacy is the key to stability. When state institutions do not adequately protect citizens, guard against corruption, or provide access to justice; when markets do not provide job opportunities; or when communities have lost social cohesion-the likelihood of violent conflict increases. Second, investing in citizen security, justice, and jobs is essential to reducing violence. But there are major structural gaps in our collective capabilities to support these areas. Third, confronting this challenge effectively means that institutions need to change. International agencies and partners from other countries must adapt procedures so they can respond with agility and speed, a longer-term perspective, and greater staying power. Fourth, need to adopt a layered approach. Some problems can be addressed at the country level, but others need to be addressed at a regional level, such as developing markets that integrate insecure areas and pooling resources for building capacity Fifth, in adopting these approaches, need to be aware that the global landscape is changing. Regional institutions and middle income countries are playing a larger role. This means should pay more attention to south-south and south-north exchanges, and to the recent transition experiences of middle income countries.
  • Publication
    World Development Report 2006
    (Washington, DC, 2005) World Bank
    This year’s Word Development Report (WDR), the twenty-eighth, looks at the role of equity in the development process. It defines equity in terms of two basic principles. The first is equal opportunities: that a person’s chances in life should be determined by his or her talents and efforts, rather than by pre-determined circumstances such as race, gender, social or family background. The second principle is the avoidance of extreme deprivation in outcomes, particularly in health, education and consumption levels. This principle thus includes the objective of poverty reduction. The report’s main message is that, in the long run, the pursuit of equity and the pursuit of economic prosperity are complementary. In addition to detailed chapters exploring these and related issues, the Report contains selected data from the World Development Indicators 2005‹an appendix of economic and social data for over 200 countries. This Report offers practical insights for policymakers, executives, scholars, and all those with an interest in economic development.
  • Publication
    Doing Business 2014 : Understanding Regulations for Small and Medium-Size Enterprises
    (Washington, DC: World Bank Group, 2013-10-28) World Bank; International Finance Corporation
    Eleventh in a series of annual reports comparing business regulation in 185 economies, Doing Business 2014 measures regulations affecting 11 areas of everyday business activity: Starting a business, Dealing with construction permits, Getting electricity, Registering property, Getting credit, Protecting investors, Paying taxes, Trading across borders, Enforcing contracts, Closing a business, Employing workers. The report updates all indicators as of June 1, 2013, ranks economies on their overall “ease of doing business”, and analyzes reforms to business regulation – identifying which economies are strengthening their business environment the most. The Doing Business reports illustrate how reforms in business regulations are being used to analyze economic outcomes for domestic entrepreneurs and for the wider economy. Doing Business is a flagship product by the World Bank and IFC that garners worldwide attention on regulatory barriers to entrepreneurship. More than 60 economies use the Doing Business indicators to shape reform agendas and monitor improvements on the ground. In addition, the Doing Business data has generated over 870 articles in peer-reviewed academic journals since its inception.