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Alberto Cavallo is the Thomas S. Murphy Professor of Business Administration at Harvard Business School, where he teaches in the Business, Government, and the International Economy (BGIE) unit, a Faculty Research Fellow at the National Bureau of Economic Research, a co-director of the Pricing Lab at the D3 Institute at Harvard.
Cavallo's research focuses on inflation. In particular, he studies the behavior of prices and its implications for macroeconomic measurement, models and policies. He pioneered the use of online data to measure inflation and conduct research on high-frequency pricing dynamics during his Ph.D. at Harvard. He created Inflacion Verdadera in 2007 to measure the real inflation rate in Argentina and co-founded The Billion Prices Project in 2008 to expand the measurement of online inflation globally. He also co-founded PriceStats in 2011, the leading private source of inflation and PPP statistics in over 25 countries.
Cavallo earned a Bachelor of Science in Economics with summa cum laude from the Universidad of San Andres in Buenos Aires in 2000. In 2005, he earned a Masters in Business Administration from MIT, and in 2010 he earned a PhD in Economics from Harvard University. He lives in Cambridge with his wife and two sons.
We study how within-store price variation changes with inflation, and whether households exploit it to attenuate the inflation burden. We use micro price data for food products sold by 91 large multi-channel retailers in ten countries between 2018 and 2024. Measuring unit prices within narrowly defined product categories, we analyze two key sources of variation in prices within a store: temporary price discounts and differences across similar products. Price changes associated with discounts grew at a much lower average rate than regular prices, helping to mitigate the inflation burden. By contrast, cheapflation—a faster rise in prices of cheaper goods relative to prices of more expensive varieties of the same good—exacerbated it. Using Canadian Homescan Panel Data, we estimate that spending on discounts reduced the change in the average unit price by 4.1 percentage points, but expenditure switching to cheaper brands raised it by 2.8 percentage points.
Alberto Cavallo is the Thomas S. Murphy Professor of Business Administration at Harvard Business School, where he teaches in the Business, Government, and the International Economy (BGIE) unit, a Faculty Research Fellow at the National Bureau of Economic Research, a co-director of the Pricing Lab at the D3 Institute at Harvard.
Cavallo's research focuses on inflation. In particular, he studies the behavior of prices and its implications for macroeconomic measurement, models and policies. He pioneered the use of online data to measure inflation and conduct research on high-frequency pricing dynamics during his Ph.D. at Harvard. He created Inflacion Verdadera in 2007 to measure the real inflation rate in Argentina and co-founded The Billion Prices Project in 2008 to expand the measurement of online inflation globally. He also co-founded PriceStats in 2011, the leading private source of inflation and PPP statistics in over 25 countries.
Cavallo earned a Bachelor of Science in Economics with summa cum laude from the Universidad of San Andres in Buenos Aires in 2000. In 2005, he earned a Masters in Business Administration from MIT, and in 2010 he earned a PhD in Economics from Harvard University. He lives in Cambridge with his wife and two sons.
We study how within-store price variation changes with inflation, and whether households exploit it to attenuate the inflation burden. We use micro price data for food products sold by 91 large multi-channel retailers in ten countries between 2018 and 2024. Measuring unit prices within narrowly defined product categories, we analyze two key sources of variation in prices within a store: temporary price discounts and differences across similar products. Price changes associated with discounts grew at a much lower average rate than regular prices, helping to mitigate the inflation burden. By contrast, cheapflation—a faster rise in prices of cheaper goods relative to prices of more expensive varieties of the same good—exacerbated it. Using Canadian Homescan Panel Data, we estimate that spending on discounts reduced the change in the average unit price by 4.1 percentage points, but expenditure switching to cheaper brands raised it by 2.8 percentage points.
05 Jun 2025
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Washington Post
Your New Sofa Could Be the First Sign Tariff Inflation Is Hitting Home
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Will Trump’s Tariff Climbdown Save the US from Recession?
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LSE Business Review
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Harvard Gazette
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Washington Post
April Inflation Rose Slightly, but at a Slower Annual Pace
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The Trump White House Cited My Research to Justify Tariffs. It Got It All Wrong.
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Daily Beast
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Yahoo! Finance
The White House Cited These Economists to Justify Its Tariffs. They Aren’t Thrilled.
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Washington Post
Trump Pledged More Tariffs. We Have No Idea What They Will Do.
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New York Times
Wages Have Outpaced Inflation. But Not for Everyone.
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Financial Times
Why Has Your Big Mac Become So Much More Expensive?
07 Oct 2024
New York Times
How E-Commerce Is Making China’s Deflation Worse
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HBS Working Knowledge
Charting 'Cheapflation': How Budget Brands Got So Pricey
24 Sep 2024
Wall Street Journal
Argentina Scrapped Its Rent Controls. Now the Market Is Thriving.
10 Jul 2024
Financial Times
Turns Out Cheapflation Was a Thing After All
10 Jul 2024
Actual News Magazine
Almost Twice as Much Inflation for the Poor as for the Rich
10 Jul 2024
NPR
Many Americans Are Still Experiencing Sticker Shock at the Supermarket
18 Jun 2024
HBS Working Knowledge
Central Banks Missed Inflation Red Flags. This Pricing Model Could Help.
03 Jun 2024
Washington Post
Biden and Trump Share a Faith in Import Tariffs, Despite Inflation Risks
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PBS
Inflation Cools but Rising Prices Still Dominate Americans’ View of Economy
08 May 2024
Econofact
How Do People’s Experiences of Inflation Differ?
28 Mar 2024
Street Signals
Alberto Cavallo: Are We At An Inflation Inflection Point?
25 Feb 2024
Econofact
New Insights on Inflation from a Billion Prices
16 Feb 2023
Economist
Lots of Investors Think Inflation Is under Control. Not So Fast
08 Jan 2023
Economist
How Technology Is Redrawing the Boundaries of the Firm
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PBS
The Major Factors Driving up the Cost of Food
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Wall Street Journal
Inflation Showed Signs of Easing in Several Industries in August
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Bloomberg
These Families Thought Food Inflation Was Bad in 2021. It Only Got Worse
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MarketWatch
Opinion: Food Inflation Remains Stubbornly High in U.S. and Europe
01 Aug 2022
Food Inflation in the U.S. and Abroad
12 Apr 2022
Harvard University
What Does the Pandemic Have to Do With Inflation?
17 Mar 2022
International Monetary Fund
Pandemic’s E-Commerce Surge Proves Less Persistent, More Varied
11 Feb 2022
New York Times
Inflation May Have Already Peaked. The Fed Needs to Step Gingerly.
10 Feb 2022
HBS Working Knowledge
Why Are Prices So High Right Now—and Will They Ever Return to Normal?
30 Dec 2021
New York Times
The Missing Data in the Inflation Debate
29 Dec 2021
CNBC
Economists Warn of Inflation Inequality as Poor Get Slammed by Rising Prices
29 Dec 2021
CNBC
Economists warn of inflation inequality as poor get slammed by rising prices
10 Nov 2021
PBS Newshour
How the Pandemic has Affected the Economy, From Empty Shelves to Higher Prices
13 Oct 2021
Economist
What’s Wrong with America’s Consumer-Price Index?
12 Jul 2021
Wall Street Journal
Inflation Threat May Be Boosted by Changes in Globalization, Demographics and E-Commerce
24 Jun 2021
Economist
COVID-19 Has Stymied Governments’ Efforts to Collect Data
20 May 2021
Wall Street Journal
Inflation Rate Calculator: Customize Your Own Consumer-Price Index
17 May 2021
Bloomberg
Key Inflation Gauge Overstating Prices, Harvard’s Cavallo Says
15 May 2021
Harvard Gazette
Is Inflation a Problem Now? Maybe, but More Likely Not
23 Apr 2021
New York Times
Now That Everyone Is Bullish, Be Cautious
25 Mar 2021
Bloomberg
Pandemic Shopping Habits Are Giving Inflation Experts a Headache
30 Oct 2020
TIME
The Pandemic Is Costing Americans More Money Than Official Numbers Suggest
21 Sep 2020
Folha de S. Paolo
Brasileiro é dos que mais sentem a 'inflação da Covid', aponta estudo
11 Sep 2020
NPR
More Groceries, Less Gas: The Pandemic Is Shaking Up The Cost Of Living
02 Sep 2020
New York Times
Inflation Is Higher Than the Numbers Say
13 Aug 2020
Washington Post
Inflation Is Actually a Lot Higher Than You Think
13 Jul 2020
Financial Times
Inflation: baskets of plenty
28 Jun 2020
Financial Times
Prices are rising faster than official figures suggest
19 Jun 2020
Financial Times
Inflation Is Higher Than the Official Numbers
19 Jun 2020
Reuters
Pandemic Prises Open Inflation Information Gap
17 Jun 2020
Quartz
Covid-19 is distorting inflation numbers around the world
22 May 2020
Bloomberg
In the Lockdown Economy, Old Measures of Inflation Get It Wrong
28 Apr 2020
Harvard Gazette
American economy on the bubble
05 Mar 2020
Economist
What one game show reveals about the American economy
17 Jan 2020
Washington Post
Trump’s China tariffs have not caused Americans to pay $1,000 more a year. Here’s
why.
12 Jan 2020
Wall Street Journal
Trade War With China Took Toll on U.S., but Not Big One
16 Oct 2019
New York Times
Trump’s China Deal Leaves the Global Economy as Uncertain as Ever
10 Oct 2019
Economist
Technology is making inflation statistics an unreliable guide to the economy
10 Sep 2019
BBC
Trump’s tariffs puts Apple’s golden goose at risk
12 Aug 2019
Forbes
Trump Still Doesn't Know Who Pays Tariffs
27 Jun 2019
Associated Press
Low online prices are great for shoppers. But they're killing small businesses
24 Apr 2019
HBS Working Knowledge
The 'Amazon Effect' Is Changing Online Price Competition—and the Fed Needs to Pay
Attention
18 Apr 2019
Economist
Mauricio Macri freezes prices
15 Nov 2018
Economist
Technology firms are both the friend and the foe of competition
12 Oct 2018
Bloomberg
The ‘Amazon Effect’ Can Drive Prices Up, Too
10 Oct 2018
MarketWatch
How Amazon is killing comparison shopping
24 Sep 2018
El País
El ‘efecto Amazon’ cambia la economía
30 Aug 2018
Economist
Central bankers grapple with the changing nature of competition
25 Aug 2018
Financial Times
Growth of online retail is changing inflation
25 Aug 2018
Wall Street Journal
The Other Amazon Effect: How Prices Have Become Less Insulated From Supply Shocks
25 Aug 2018
New York Times
Are Superstar Firms and Amazon Effects Reshaping the Economy?
25 Aug 2018
Bloomberg
`Amazon Effect' May Make Central Bank Job Harder
25 Aug 2018
Reuters
'Amazon effect' could have impact on inflation dynamics: paper
01 Feb 2018
Financial Times
Can big data revolutionise policymaking by governments?
26 Jan 2018
Financial Times
Investing in UK retailers: Bargains or basket cases?
24 Jan 2018
Central Banking
Economics in Central Banking Award 2018: BPP and PriceStats
11 Dec 2017
Wall Street Journal
As the Fed Deliberates, Amazon Is Making Its Job More Difficult
08 Nov 2017
Infobae
The democracy of data: how Venezuelans can stand up to government lies
31 Jul 2017
MIT News
Intermittent attention, poor memory shape public perceptions of inflation
21 Jul 2017
American Economic Association
Tomorrow's Prices
01 Jun 2017
Data Made to Matter
Don't Lie to Me Argentina
07 Mar 2017
Sky News
UK prices rising faster after Brexit vote
07 Feb 2017
Boston Globe
Online prices cheaper than in store? Not so fast
31 Jan 2017
MIT News
A fair price to pay?
28 Dec 2016
American Economic Association
Retail price reality check
15 Nov 2016
Times
Britain’s inflation data needs to be dragged out of the stone age
13 May 2016
Financial Times
A billion prices can't be wrong
04 Apr 2016
Financial Times
Data Collection is the Ultimate Public Good
14 May 2015
Project Syndicate
An Economics to Fit the Facts
17 Mar 2015
Huffington Post
The Success of Monitoring the Economy With Big Data
13 Mar 2015
Wall Street Journal
The Billion Prices Project Thinks Inflation May Have Turned a Sharp Corner
BBC News Mundo
Who’s Really Paying for Trump’s Tariff Hikes?
La Nacion
Two Argentine Economists Cited by the Trump Administration to Justify Its Tariffs
Harvard Business Review
What the Last Trump Tariffs Did, According to Researchers
05 Jun 2025
Bloomberg Law
Costco, Walmart Seek Strategies to Keep Lid on Tariff Hikes
24 May 2025
Washington Post
Your New Sofa Could Be the First Sign Tariff Inflation Is Hitting Home
20 May 2025
Financial Times
Will Trump’s Tariff Climbdown Save the US from Recession?
16 May 2025
LSE Business Review
Dollar Under Threat Led to Trump’s About-Face on Tariffs
16 May 2025
Harvard Gazette
‘I Can Just Copy-Paste Things, So Do I Really Need to Learn?’
13 May 2025
Washington Post
April Inflation Rose Slightly, but at a Slower Annual Pace
25 Apr 2025
Street Signals
Alberto Cavallo: Tracking the Price Impacts of US Tariffs
07 Apr 2025
New York Times
The Trump White House Cited My Research to Justify Tariffs. It Got It All Wrong.
07 Apr 2025
BBC News Mundo
Who’s Really Paying for Trump’s Tariff Hikes?
06 Apr 2025
Axios
Trump Tariffs Based on Massive Error, Conservative Think Tank Says
06 Apr 2025
Daily Beast
Conservative Think Tank Reveals the Massive ‘Error’ in Trump’s Tariff Formula
04 Apr 2025
Yahoo! Finance
The White House Cited These Economists to Justify Its Tariffs. They Aren’t Thrilled.
12 Nov 2024
Washington Post
Trump Pledged More Tariffs. We Have No Idea What They Will Do.
28 Oct 2024
New York Times
Wages Have Outpaced Inflation. But Not for Everyone.
15 Oct 2024
Financial Times
Why Has Your Big Mac Become So Much More Expensive?
07 Oct 2024
New York Times
How E-Commerce Is Making China’s Deflation Worse
26 Sep 2024
HBS Working Knowledge
Charting 'Cheapflation': How Budget Brands Got So Pricey
24 Sep 2024
Wall Street Journal
Argentina Scrapped Its Rent Controls. Now the Market Is Thriving.
10 Jul 2024
Financial Times
Turns Out Cheapflation Was a Thing After All
10 Jul 2024
Actual News Magazine
Almost Twice as Much Inflation for the Poor as for the Rich
10 Jul 2024
NPR
Many Americans Are Still Experiencing Sticker Shock at the Supermarket
18 Jun 2024
HBS Working Knowledge
Central Banks Missed Inflation Red Flags. This Pricing Model Could Help.
03 Jun 2024
Washington Post
Biden and Trump Share a Faith in Import Tariffs, Despite Inflation Risks
15 May 2024
PBS
Inflation Cools but Rising Prices Still Dominate Americans’ View of Economy
08 May 2024
Econofact
How Do People’s Experiences of Inflation Differ?
28 Mar 2024
Street Signals
Alberto Cavallo: Are We At An Inflation Inflection Point?
25 Feb 2024
Econofact
New Insights on Inflation from a Billion Prices
16 Feb 2023
Economist
Lots of Investors Think Inflation Is under Control. Not So Fast
08 Jan 2023
Economist
How Technology Is Redrawing the Boundaries of the Firm
11 Oct 2022
PBS
The Major Factors Driving up the Cost of Food
12 Sep 2022
Wall Street Journal
Inflation Showed Signs of Easing in Several Industries in August
11 Aug 2022
Bloomberg
These Families Thought Food Inflation Was Bad in 2021. It Only Got Worse
03 Aug 2022
MarketWatch
Opinion: Food Inflation Remains Stubbornly High in U.S. and Europe
01 Aug 2022
Food Inflation in the U.S. and Abroad
12 Apr 2022
Harvard University
What Does the Pandemic Have to Do With Inflation?
17 Mar 2022
International Monetary Fund
Pandemic’s E-Commerce Surge Proves Less Persistent, More Varied
11 Feb 2022
New York Times
Inflation May Have Already Peaked. The Fed Needs to Step Gingerly.
10 Feb 2022
HBS Working Knowledge
Why Are Prices So High Right Now—and Will They Ever Return to Normal?
30 Dec 2021
New York Times
The Missing Data in the Inflation Debate
29 Dec 2021
CNBC
Economists Warn of Inflation Inequality as Poor Get Slammed by Rising Prices
29 Dec 2021
CNBC
Economists warn of inflation inequality as poor get slammed by rising prices
10 Nov 2021
PBS Newshour
How the Pandemic has Affected the Economy, From Empty Shelves to Higher Prices
13 Oct 2021
Economist
What’s Wrong with America’s Consumer-Price Index?
12 Jul 2021
Wall Street Journal
Inflation Threat May Be Boosted by Changes in Globalization, Demographics and E-Commerce
24 Jun 2021
Economist
COVID-19 Has Stymied Governments’ Efforts to Collect Data
20 May 2021
Wall Street Journal
Inflation Rate Calculator: Customize Your Own Consumer-Price Index
17 May 2021
Bloomberg
Key Inflation Gauge Overstating Prices, Harvard’s Cavallo Says
15 May 2021
Harvard Gazette
Is Inflation a Problem Now? Maybe, but More Likely Not
23 Apr 2021
New York Times
Now That Everyone Is Bullish, Be Cautious
25 Mar 2021
Bloomberg
Pandemic Shopping Habits Are Giving Inflation Experts a Headache
30 Oct 2020
TIME
The Pandemic Is Costing Americans More Money Than Official Numbers Suggest
21 Sep 2020
Folha de S. Paolo
Brasileiro é dos que mais sentem a 'inflação da Covid', aponta estudo
11 Sep 2020
NPR
More Groceries, Less Gas: The Pandemic Is Shaking Up The Cost Of Living
02 Sep 2020
New York Times
Inflation Is Higher Than the Numbers Say
13 Aug 2020
Washington Post
Inflation Is Actually a Lot Higher Than You Think
13 Jul 2020
Financial Times
Inflation: baskets of plenty
28 Jun 2020
Financial Times
Prices are rising faster than official figures suggest
19 Jun 2020
Financial Times
Inflation Is Higher Than the Official Numbers
19 Jun 2020
Reuters
Pandemic Prises Open Inflation Information Gap
17 Jun 2020
Quartz
Covid-19 is distorting inflation numbers around the world
22 May 2020
Bloomberg
In the Lockdown Economy, Old Measures of Inflation Get It Wrong
28 Apr 2020
Harvard Gazette
American economy on the bubble
05 Mar 2020
Economist
What one game show reveals about the American economy
17 Jan 2020
Washington Post
Trump’s China tariffs have not caused Americans to pay $1,000 more a year. Here’s
why.
12 Jan 2020
Wall Street Journal
Trade War With China Took Toll on U.S., but Not Big One
16 Oct 2019
New York Times
Trump’s China Deal Leaves the Global Economy as Uncertain as Ever
10 Oct 2019
Economist
Technology is making inflation statistics an unreliable guide to the economy
10 Sep 2019
BBC
Trump’s tariffs puts Apple’s golden goose at risk
12 Aug 2019
Forbes
Trump Still Doesn't Know Who Pays Tariffs
27 Jun 2019
Associated Press
Low online prices are great for shoppers. But they're killing small businesses
24 Apr 2019
HBS Working Knowledge
The 'Amazon Effect' Is Changing Online Price Competition—and the Fed Needs to Pay
Attention
18 Apr 2019
Economist
Mauricio Macri freezes prices
15 Nov 2018
Economist
Technology firms are both the friend and the foe of competition
12 Oct 2018
Bloomberg
The ‘Amazon Effect’ Can Drive Prices Up, Too
10 Oct 2018
MarketWatch
How Amazon is killing comparison shopping
24 Sep 2018
El País
El ‘efecto Amazon’ cambia la economía
30 Aug 2018
Economist
Central bankers grapple with the changing nature of competition
25 Aug 2018
Financial Times
Growth of online retail is changing inflation
25 Aug 2018
Wall Street Journal
The Other Amazon Effect: How Prices Have Become Less Insulated From Supply Shocks
25 Aug 2018
New York Times
Are Superstar Firms and Amazon Effects Reshaping the Economy?
25 Aug 2018
Bloomberg
`Amazon Effect' May Make Central Bank Job Harder
25 Aug 2018
Reuters
'Amazon effect' could have impact on inflation dynamics: paper
01 Feb 2018
Financial Times
Can big data revolutionise policymaking by governments?
26 Jan 2018
Financial Times
Investing in UK retailers: Bargains or basket cases?
24 Jan 2018
Central Banking
Economics in Central Banking Award 2018: BPP and PriceStats
11 Dec 2017
Wall Street Journal
As the Fed Deliberates, Amazon Is Making Its Job More Difficult
08 Nov 2017
Infobae
The democracy of data: how Venezuelans can stand up to government lies
31 Jul 2017
MIT News
Intermittent attention, poor memory shape public perceptions of inflation
21 Jul 2017
American Economic Association
Tomorrow's Prices
01 Jun 2017
Data Made to Matter
Don't Lie to Me Argentina
07 Mar 2017
Sky News
UK prices rising faster after Brexit vote
07 Feb 2017
Boston Globe
Online prices cheaper than in store? Not so fast
31 Jan 2017
MIT News
A fair price to pay?
28 Dec 2016
American Economic Association
Retail price reality check
15 Nov 2016
Times
Britain’s inflation data needs to be dragged out of the stone age
13 May 2016
Financial Times
A billion prices can't be wrong
04 Apr 2016
Financial Times
Data Collection is the Ultimate Public Good
14 May 2015
Project Syndicate
An Economics to Fit the Facts
17 Mar 2015
Huffington Post
The Success of Monitoring the Economy With Big Data
13 Mar 2015
Wall Street Journal
The Billion Prices Project Thinks Inflation May Have Turned a Sharp Corner
BBC News Mundo
Who’s Really Paying for Trump’s Tariff Hikes?
La Nacion
Two Argentine Economists Cited by the Trump Administration to Justify Its Tariffs
Harvard Business Review
What the Last Trump Tariffs Did, According to Researchers