Inequality and Inflation

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Bart Hobijn - ASU Inequality and Inflation EIB May 12, 2016 1

A little bit about me bhobijn@asu.edu 2

Household income statement (T-account) Uses of income Sources of income Consumption Compensation Taxes Interest Savings Dividends 3

First part on inflation experiences Uses of income Consumption Sources of income Compensation Households buy different baskets of goods and services. Taxes Interest Thus have different changes in cost of living (inflation). Savings Dividends 4

Second part on inflation exposure Uses of income Sources of income Consumption Compensation Taxes Interest Savings Dividends Extent to which income and savings are hedged against inflation varies across households. 5

Two main takeaways Inequality in Inflation Experiences Very little variation in inflation experiences in Euro Area. Max is 0.16 percentage point annually between groups. Less variation in Euro Area than in the U.K. and the U.S. Inequality in Inflation Exposure Varies a lot across the income distribution. Surprise inflation in Euro Area has very regressive impact. 6

Inflation Experiences 7

Inflation varies across countries 8

More variation across categories 9

Differences in baskets bought by income 10

Calculating household inflation experiences Account for the variation in the spending patterns across different types of households Calculate group-price Indices that based on different 2010 expenditure shares across various types of households. Equal inflation rates: Assume that households pay same prices and all face same inflation rates for same expenditure categories. Michael (1979), Polak (1980), Hageman (1982) Hobijn & Lagakos(2005), Wales (2014) 11

Inflation inequality by income-quintile Group Inflation Rates by Income Quintile Annualized average inflation rates Jan-2010 through Jan-2016 Total Euro Area France Germany Netherlands Spain 1.60 1.56 1.48 1.80 1.38 By income quintiles 0-20 1.67 1.60 1.54 1.87 1.49 20-40 1.63 1.61 1.51 1.85 1.45 40-60 1.60 1.56 1.50 1.82 1.39 60-80 1.58 1.54 1.48 1.79 1.36 80-100 1.54 1.53 1.43 1.74 1.33 Source: Eurostat and author's calculations 12

Low income hh's face higher inflation Group Inflation Rates by Income Quintile Annualized average inflation rates Jan-2010 through Jan-2016 Total Euro Area France Germany Netherlands Spain 1.60 1.56 1.48 1.80 1.38 By income quintiles 0-20 1.67 1.60 1.54 1.87 1.49 20-40 1.63 1.61 1.51 1.85 1.45 40-60 1.60 1.56 1.50 1.82 1.39 60-80 1.58 1.54 1.48 1.79 1.36 80-100 1.54 1.53 1.43 1.74 1.33 Source: Eurostat and author's calculations Average annual increase in cost of living of lowest quintile between 0.07 and 0.16 percentage point higher than that of 20% of households with highest incomes. 13

Difference smaller than in UK and US Group Inflation Rates by Income Quintile Annualized average inflation rates Jan-2010 through Jan-2016 Total Euro Area France Germany Netherlands Spain 1.60 1.56 1.48 1.80 1.38 By income quintiles 0-20 1.67 1.60 1.54 1.87 1.49 20-40 1.63 1.61 1.51 1.85 1.45 40-60 1.60 1.56 1.50 1.82 1.39 60-80 1.58 1.54 1.48 1.79 1.36 80-100 1.54 1.53 1.43 1.74 1.33 Source: Eurostat, Household Budget Surveys, and author's calculations Wales (2014): Difference in U.K. is around a percentage point. Hobijn and Lagakos (2006): Difference higher than 0.2 percentage points in US. 14

Differences smaller for other groupings Differences in EA inflation experiences very small when we consider Socio-economic status Min: Non-manual workers 1.54 Max: Retired and unemployed 1.65 Composition of household Min: Adults with dependent children 1.55 Max: Single persons 1.66 Age of head of household Min: Less than 30 1.55 Max: 60 and older 1.66 15

Inflation inequality in Euro Area small Inequality in Inflation Experiences Very little variation in inflation experiences in Euro Area. Max is 0.16 percentage point annually between groups. Less variation in Euro Area than in the U.K. and the U.S. 16

Inflation Exposure 17

Suppose we get unanticipated inflation 18

How well are different households hedged? Uses of income Sources of income Consumption Compensation Taxes Interest Savings Dividends 19

Wage indexation protects real wages Uses of income Sources of income Consumption Compensation Taxes Interest Savings Dividends 20

30% of EA workers get form of indexation 21

30% of EA workers get form of indexation Note: Pre-crisis evidence. Numbers might be lower now. 22

Insider-outsider effect of wage indexation Hedges workers' compensation against inflation Inflation-protects purchasing power of wages. Benefits insiders who have steady jobs. Increases inequality in labor market outcomes Wage rigidities make labor market adjust more through employment margin. Increases labor income risk of outsiders. 23

Hedging capital income against inflation Uses of income Sources of income Consumption Compensation Taxes Interest Savings Dividends 24

Housing wealth is most important asset Rent Not hedged against inflation. Unless rent-stabilized Own Hedged against inflation under fixed rate mortgage and through appreciation. 25

Large inequality in housing wealth 26

Financial assets differ in exposure 27

Financial assets differ in exposure Very large share of financial assets in classes that are disproportionately exposed to inflation risk 28

Very unequal exposure to inflation Inequality in Inflation Exposure Varies a lot across income and wealth distribution. Low income households Have lower home ownership rates. Have larger fraction of financial assets in deposits, bonds and pensions. Important for distributional consequences of monetary and fiscal policy. 29

Potential regressive policy consequences Russian pensioner Monetary policy Fiscal policy Inflation is a tax, the burden of which gets borne by those exposed to it. Common reductions of indexation of benefits increase inequality. 30

Main takeaways redux Inequality in Inflation Experiences Very little variation in inflation experiences in Euro Area. Max is 0.16 percentage point annually between groups. Less variation in Euro Area than in the U.K. and the U.S. Inequality in Inflation Exposure Varies a lot across the income distribution. Surprise inflation in Euro Area has very regressive impact. 31

References Druant, Martine, & Silvia Fabiani & Gabor Kezdi & Ana Lamo & Fernando Martins & Roberto Sabbatini, (2009)."How are firms wages and prices linked : survey evidence in Europe," Working Paper Research 174, National Bank of Belgium. European Central Bank (2009), Wage Dynamics in Europe: Final Report of the Wage Dynamics Network Directorate General Research. Hagemann, Robert P. (1982), The Variability of Inflation Rates across Household Types, Journal of Money Credit and Banking, 14, 494-510. Hobijn, Bart, and David Lagakos, 2005. "Inflation Inequality In The United States," Review of Income and Wealth, vol. 51(4), pages 581-606. Michael, Robert (1979), Variation across Households in the Rate of Inflation, Journal of Money, Credit, and Banking, 11, 32-46. Pollak, Robert A.. Group Cost-of-living Indexes. The American Economic Review 70.2 (1980): 273 278. Wales, Philip. Variation in the Inflation Experience of UK Households: 2003-2014, Office of National Statistics, December 15 2014. 32