MajorHolders Research · Economics Series

Inflation: who actually pays the price?

A complete, step-by-step guide to understanding inflation — from the basic mechanics to why the official number hides what's really happening for millions of people.

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7 chapters ~15 min read Interactive charts
01
Foundation

What is inflation, and how is it measured?

Inflation is simply the rate at which the general level of prices rises over time — meaning each dollar you hold buys a little less than it did before.

The most common measure is the Consumer Price Index (CPI), published monthly by the Bureau of Labor Statistics. The BLS tracks the price of a fixed "basket" of goods and services — housing, food, energy, healthcare, transportation, and more — and reports how much that basket has changed in price since the previous period.

There are also related measures: PCE (Personal Consumption Expenditures), which the Federal Reserve prefers because it adjusts the basket as consumers substitute goods; and Core CPI / Core PCE, which strips out food and energy because they're volatile month-to-month.

The inflation spectrum

Not all inflation is the same. Click each zone below to see what happens at each level and who gets hurt.

Deflation
<0%
Healthy
0–3%
Elevated
4–7%
High
8–15%
Hyperinflation
>50%/month
Deflation — prices falling
Sounds good, but it's actually dangerous. People delay purchases expecting things to get cheaper; demand collapses; businesses cut jobs; debt becomes harder to repay as its real value grows. Japan's "Lost Decades" are the textbook case.
Better off
Cash savers · Fixed-income pensioners · Importers
Worse off
Borrowers · Businesses (margins shrink) · Workers (layoffs)
Healthy inflation (0–3%) — the Goldilocks zone
Central banks target ~2%. It encourages spending over hoarding, gives room to cut rates in a recession, allows wages to grow, and lubricates the economy without causing distortions. This is the goal.
Better off
Everyone broadly · Borrowers with fixed loans · Asset holders
Worse off
Only those holding large amounts of cash for very long periods
Elevated inflation (4–7%)
The central bank is likely behind the curve. Real wages start falling if pay rises don't keep up. Interest rates get hiked to cool things — which slows growth and can cause recessions. The US/UK in 2022 sat here.
Better off
Homeowners · Real asset holders · Commodity producers
Worse off
Wage earners · Fixed-rate savers · Bond holders · Renters
High inflation (8–15%)
Businesses struggle to plan. Consumers cut spending. Central banks must hike aggressively, risking a hard landing. Think Turkey 2021–22 or the UK in the 1970s.
Better off
Debtors with old fixed-rate loans · Real estate holders
Worse off
Almost everyone — especially the poor, pensioners, small businesses
Hyperinflation (>50%/month)
Money loses meaning. People rush to spend the moment they're paid. Savings wiped out overnight. Societies break down. Classic examples: Weimar Germany (1923), Zimbabwe (2008), Venezuela (2018).
Better off
Hard asset owners (gold, land) · Anyone with foreign-denominated income
Worse off
Everyone holding local currency · The entire middle class · Political stability
02
The 2–3% question

Isn't predictable low inflation actually good for growth?

Yes — and this is one of the most important nuances in all of macroeconomics. The real question is never "is inflation bad?" but "how much, for whom, and compared to what?"

The 2% target isn't arbitrary. It exists because of five specific structural reasons that make a small, stable inflation rate genuinely beneficial:

Why 2–3% is the target
  1. Zero-lower-bound buffer. If you're at 2% and a recession hits, you can cut rates dramatically. At 0%, you have nowhere to go — this is Japan's trap.
  2. Discourages cash hoarding. If you know your $10,000 loses value sitting still, you invest or spend it. That drives economic activity.
  3. Enables wage flexibility. It's politically and psychologically easier to give 2% raises when inflation is 3% (a real wage cut) than to actually cut nominal wages.
  4. Lubricates relative prices. Some prices should rise, some fall. A little overall inflation allows this adjustment without any prices going negative.
  5. Deflation is far worse. Once people expect falling prices, the economy can spiral into a depression that's very hard to escape from.

The purchasing power calculator

See how inflation erodes the real value of $1,000 over time — and how different rates tell completely different stories.

3%
10
The asymmetry rule
Below 3% — a small tax on cash, broadly beneficial. Above 5% — a large, regressive transfer that hits the poor hardest. The same mechanism that makes low inflation useful makes high inflation devastating. The number matters enormously.
03
Social & capital status

Inflation hits different — depending on where you stand

Same inflation rate. Completely different experience. Your social position and what assets you hold determine whether inflation works for you or against you.

This is the most under-discussed aspect of inflation. Headlines report one number, but that number represents nobody's lived reality precisely. Click each group below to understand the mechanics.

💼
Capital owners — wealthy
Stocks, real estate, private equity, commodities
Largely protected
Why inflation helps
Assets like real estate and equities tend to rise with or faster than inflation. Fixed-rate debt erodes in real terms — they owe less in real value. Dividends and rents can be repriced upward.
The risk
High inflation triggers rate hikes, which compress equity valuations (especially growth stocks). Real estate financing becomes more expensive. Net-net: still far better positioned than other groups.
🏠
Property-owning middle class
Homeowners, pension savings, fixed mortgage
Mixed — often net positive
Why inflation can help
A fixed-rate mortgage is a form of leverage — the real value of what you owe shrinks over time. Home prices tend to rise with inflation. Pension funds often hold equities and bonds that partially compensate.
The squeeze
Day-to-day costs (food, energy, childcare) rise faster than wages. Savings in bank accounts lose real value. Variable-rate mortgages mean higher monthly payments. Grocery bills erode paper wealth.
🧑‍💼
Wage-dependent workers
Salaries, hourly wages — little to no capital assets
Vulnerable
The only upside
In tight labor markets, workers can sometimes negotiate higher wages. Renters with long-term fixed leases may temporarily benefit. Nominal wages do tend to rise eventually.
The core problem
Wages almost always lag prices — there's a delay. Essentials consume a higher share of income, so the effective inflation rate felt is higher than headline CPI. No assets to buffer them.
🧾
Fixed-income & asset-poor
Pensioners, benefit recipients, cash savers
Hardest hit
Narrow protections
Some pensions are index-linked. US Social Security has a COLA adjustment. TIPS and index-linked bonds preserve real value for those who hold them.
Why it's worst here
Income is fixed in nominal terms. Cash savings lose value silently. No assets that rise with inflation. A bigger share of spending goes to inelastic goods — food, medicine, heating — which often inflate faster than CPI.
Inflation as a wealth transfer mechanism
At 2–3%, the transfer is small and broadly offset by growth benefits. At 7–10%, it becomes a large, regressive transfer — from wage earners and savers to asset holders and debtors. A billionaire and a minimum-wage worker can live in the same "7% inflation" economy and experience entirely different realities.
04
The deeper structural problem

Asset bubbles & wealth concentration: the story CPI never tells

For the past 10+ years, asset prices have inflated dramatically — regardless of whether CPI was low or high. And because asset ownership is concentrated at the very top, virtually all of those gains flowed to a tiny fraction of the population.

This is the observation that breaks the conventional inflation narrative. The standard story says: low inflation = stability = broadly good. But between 2010 and 2021, CPI averaged under 2% while the S&P 500 rose over 400%, US home prices doubled, and private equity valuations exploded. Then from 2021–2023, high CPI inflation arrived — and asset holders were still largely protected while wage earners got crushed by rising prices.

The mechanism that connects these two eras is the same: monetary policy that inflates asset prices, flowing to those who own assets.

Two eras, same outcome for wealth concentration

Era 1
2010–2021
Low CPI
~1.8% avg
The Quiet Asset Bubble
The Fed held rates near zero and ran three rounds of Quantitative Easing (QE) — injecting trillions into the financial system. That money didn't flow into consumer goods (CPI stayed low). It flowed into stocks, bonds, real estate, and private equity. S&P 500: +400%. Median home price: +80%. CPI: +20% over the same period. The gap between asset inflation and consumer inflation was the single largest wealth transfer of the post-war era — and almost nobody called it "inflation."
S&P 500 +400% Home prices +80% CPI +20% Real wages +4%
Era 2
2021–2023
High CPI
Peak 9.1%
The Visible Inflation — but still asymmetric
Now CPI inflation became visible and political. But even here, asset holders were cushioned. Real estate retained most gains. Commodities surged. Those with stocks and property had inflation-hedging assets by default. Rate hikes caused short-term paper losses but also wiped out startup competition. Meanwhile wage workers faced 9% CPI with 4–5% wage growth — a real pay cut. The K-shaped recovery: assets recovered fast, wages didn't.
CPI peak 9.1% Real wages -2.4% Home prices held Top 1% wealth ↑

The Fed balance sheet vs. wealth concentration

The chart below shows the relationship between the Federal Reserve's balance sheet expansion (proxy for liquidity injected into asset markets) and the share of total US wealth held by the top 1% versus the bottom 50%.

Top 1% wealth share Bottom 50% wealth share Fed balance sheet (relative)
Top 1% wealth share rose from ~30% in 2010 to ~38% in 2023. Bottom 50% stayed near 2–3% throughout.

Who owns assets? The ownership problem

The reason asset price inflation concentrates wealth so dramatically is simple: asset ownership itself is extremely concentrated. When stock prices double, 90% of the gains flow to the top 10% — because that's roughly who owns stocks.

Share of US asset class ownership by wealth tier
Corporate equities & mutual fundsTop 1% own 54% · Top 10% own 89%
54%
35%
8%
Top 1%Next 9%Next 40%Bottom 50%
Real estate (excl. primary residence)Top 1% own 35% · Top 10% own 68%
35%
33%
22%
10%
Private businesses & private equityTop 1% own 62% · Top 10% own 85%
62%
23%
10%
5%
Primary residence (homes to live in)More evenly distributed
9%
29%
40%
22%
Source: Federal Reserve Distributional Financial Accounts (DFA), 2023
The core insight: two types of inflation, one direction of wealth flow
Whether CPI is low (2010–2021) or high (2021–2023), asset-price inflation has consistently concentrated wealth upward. Low-CPI periods allowed asset bubbles to inflate silently, outside the Fed's mandate. High-CPI periods hit wage earners hardest while asset holders retained protection. The inflation regime changes; the beneficiaries don't.

Why the Fed targets CPI and not asset prices

The Federal Reserve's dual mandate is price stability (CPI ~2%) and maximum employment. It has no mandate to target asset prices — in fact, the Fed has historically argued that it's nearly impossible to know when an asset bubble is forming vs. when price gains are "fundamental." This means QE-driven asset inflation is structurally invisible to the policy framework meant to control inflation.

Critics including economists like Nouriel Roubini and institutions like the Bank for International Settlements have argued for years that this creates a ratchet: every crisis prompts more QE → asset prices inflate → wealth concentrates → next crisis arrives with even more inequality as the starting point.

05
The measurement gap

CPI vs. the real inflation poor people experience

CPI is an average. Averages hide who's actually paying the price. The fundamental problem is that the official basket doesn't reflect how low-income households actually spend their money.

The basket mismatch

The BLS constructs one basket for all Americans. But spending profiles differ radically by income. Below: the official CPI basket versus how the bottom 20% actually spend.

Official CPI basket All households
Housing
33%
Transport
17%
Food
14%
Healthcare
8%
Energy
7%
Recreation
6%
Education
6%
Other
9%
Low-income basket Bottom 20%
Housing
41%
Food
19%
Transport
14%
Energy
10%
Healthcare
10%
Recreation
2%
Education
2%
Other
2%

Housing, food, and energy — the three categories that inflate fastest and are hardest to cut — take up 70% of a low-income household's budget vs. just 54% for the average. Recreation and education, which often deflate due to technology, are nearly absent from the poor's basket.

The 2021–23 case study: the inflation gap in action

During the US inflation surge, the categories hit hardest were exactly the ones low-income households depend on most. The chart below shows official CPI vs. the estimated effective rate felt by the lowest income quintile.

Official CPI rate Low-income effective rate (est.)
Food: 8% vs 11%. Energy: 15% vs 19%. Housing: 6% vs 9%. Healthcare: 5% vs 8%. Transport: 10% vs 11%. Overall: 9% vs 12%.
The bottom line
Official peak CPI was ~9.1% (June 2022). Researchers estimated low-income households experienced closer to 11–12% — over 2 percentage points higher. That gap represents hundreds of dollars a month for families already at the edge.
06
Structural flaws

Four ways CPI systematically undercounts inflation for the poor

Beyond the basket mismatch, the way CPI is constructed has several built-in methodological choices that consistently make it undercount the inflation experience of lower-income households.

🏘️
Owner's Equivalent Rent (OER)
CPI measures housing for homeowners by asking: "what would you charge to rent your home?" — a fictional number. It lags actual market rents by 12–18 months. Renters (disproportionately low-income) don't get a fictional rent — they get the real bill, now. OER consistently understates what renters pay.
🔄
Substitution bias
CPI assumes that when beef gets expensive, you switch to chicken. This lowers the measured rate. But low-income households are often already buying the cheapest available option. Assuming substitution undercounts the pain for those with no cheaper alternative to switch to.
📍
Geographic averaging
CPI is a national average. Rent inflation in NYC affects CPI, but a low-income family buying groceries in a rural food desert faces completely different local price dynamics — invisible in the national index. The poorest communities are often the least represented in the data.
📦
Shrinkflation — not reliably counted
When a bag of chips shrinks from 400g to 350g at the same price, that's ~14% effective inflation. CPI tracks price per unit, not always price per gram or ounce. Low-income shoppers buying staples (cereal, juice, toilet paper) are disproportionately exposed — and it mostly disappears from official data.

The political economy of CPI design

These aren't just technical quirks. Every methodological choice in CPI construction has distributional consequences. A lower official CPI number means smaller COLA adjustments for Social Security, lower inflation-adjustment triggers in government programs, and less pressure on central banks to act. The people least represented in the methodology are often those most affected by its undercounting.

What would a better measure look like?
Several economists and agencies have proposed alternatives: a dedicated CPI-W (for urban wage earners, already exists), a CPI-E for the elderly (tracks their specific spending), and income-stratified inflation indexes that separately report what the bottom quintile actually experiences. The BLS publishes experimental versions of some of these.
07
Summary

Key takeaways for investors and researchers

Inflation is not one phenomenon. It's an aggregate statistic that masks very different realities for different people — and understanding those differences is essential for analysis, policy, and investing.

The same 7% inflation that quietly boosts a leveraged real estate portfolio simultaneously decimates the purchasing power of a minimum-wage household spending 80% of its income on food, rent, and utilities. The number is the same. The reality is not.

MajorHolders Research

What to remember

Asset inflation is the elephant in the room
For 10+ years, asset price inflation has concentrated wealth at the top regardless of whether CPI was low or high. The Fed's mandate doesn't cover asset prices — meaning QE-driven bubbles are structurally invisible to the policy meant to prevent them. This is the missing chapter in every mainstream inflation explainer.
2–3% inflation is genuinely good
Not just tolerated — it's the design goal. It enables monetary policy flexibility, discourages hoarding, and prevents deflation spirals. The target exists for well-reasoned structural reasons.
Inflation is always a distributional question
Asset owners vs. wage earners. Borrowers vs. savers. Renters vs. homeowners. Every inflation episode transfers wealth — the direction and magnitude depend on who holds what.
CPI is an average that represents nobody
The methodology systematically understates the inflation experience of lower-income households through basket mismatch, OER lag, substitution assumptions, and missing shrinkflation. Always ask: "whose inflation?"

Further reading

For those who want to go deeper, the BLS publishes detailed CPI methodology documentation. Academic researchers including Emi Nakamura, Jón Steinsson, and Xavier Gabaix have written extensively on inflation inequality. The Federal Reserve Bank of Minneapolis publishes ongoing work on income-stratified price indexes.