PPI - Radically Pragmatic
  • Donate
Skip to content
  • Home
  • About
    • About Us
    • Locations
    • Careers
  • People
  • Projects
  • Our Work
  • Events
  • Donate

Our Work

Why Retail Productivity is Being Undermeasured, and Why Ecommerce Jobs are Rising

  • July 11, 2017
  • Michael Mandel

I have consistently argued that ecommerce is boosting employment by creating jobs at fulfillment centers. For example, over the past year, ecommerce jobs have risen by 61,000, while brick-and-mortar retail has fallen by only 7,000. That sounds like a counter-intuitive result, given that ecommerce is supposedly more productive than brick-and-mortar retail.

But the increase in paid jobs is much easier to understand if you realize that shopping for goods is actually the result of two inputs: paid market work by employees and unpaid time by households, in the form of driving to the store, parking, wandering through the aisles, checking out, driving home.

According to the American Time Use Survey from the Bureau of Labor Statistics, in 2015-2016 Americans spent .645 hours per day on average shopping for consumer goods or traveling to shopping, or 4.5 hours per week. Since there are 260 million Americans aged 15 and over, that means Americans spend approximately 1.2 billion hours a week shopping for consumer goods or traveling to shopping (that’s the equivalent of 30 million full-time jobs).

By comparison, in 2006-2007 Americans spent 4.75 hours per week shopping for consumer goods or traveling to shopping, or 0.25 more. That extra quarter hour corresponds to 64 million extra hours per week (260 million x .25). So because of the increase in ecommerce over the past 9 years, American households save 64 million hours per week, or the equivalent of 1.6 million full-time jobs.

Some of these jobs are being moved into the market sector: The fulfillment center workers do the aisle-cruising that shoppers used to do themselves, the truck drivers take the place of the consumers driving back and forth to the mall.

This also implies that retail productivity is being unmeasured, since we’re not counting the reduction of household hours. I don’t have an estimate yet, but the undermeasurement could be substantial.

 

Related Work

Op-Ed  |  January 16, 2026

Weinstein Jr. for Real Clear Markets: Stablecoin Rewards and Their Quiet Threat to Community Banking

  • Paul Weinstein Jr.
Publication  |  January 14, 2026

Building Trust Through Transparency: A New Federal Framework for Autonomous Vehicle Safety

  • Andrew Fung Alex Kilander Aidan Shannon
Press Release  |  January 13, 2026

Proposed Credit Card Rate Cap Risks Cutting Off Millions of Borrowers

  • Andrew Fung Alex Kilander Paul Weinstein Jr.
Press Release  |  December 11, 2025

New PPI Report Uncovers Billions in Hidden Costs from Federal Debit Fee Cap

  • Robert J. Shapiro Jerome Davis
Publication  |  December 11, 2025

The Unanticipated Costs and Consequences of Federal Reserve Regulation of Debit Card Interchange Fees

  • Robert J. Shapiro Jerome Davis
Blog  |  November 20, 2025

Stablecoins Could Hurt Local Economies. Voters Agree.

  • Paul Weinstein Jr.
  • Never miss an update:

  • Subscribe to our newsletter
PPI Logo
  • Twitter
  • LinkedIn
  • Facebook
  • Donate
  • Careers
  • © 2026 Progressive Policy Institute. All Rights Reserved.
  • |
  • Privacy Policy
  • |
  • Privacy Settings