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

Publication  |  May 12, 2025

Cutting Credit: How Rate Caps Undermine Access for Working Americans

  • Alex Kilander Andrew Fung Sophia Lu
Publication  |  May 5, 2025

How Trump’s BBB is Shaping Up to Be an Even Bigger Mess Than Biden’s

  • Ben Ritz
Budget Breakdown  |  April 4, 2025

Trump’s “Liberation Day” Comes at Great Cost to Taxpayers

  • Ben Ritz Alex Kilander
Blog  |  April 4, 2025

The AI Investment Surge and Manufacturing

  • Michael Mandel
Budget Breakdown  |  February 27, 2025

IRS Layoffs Threaten to Inject Chaos Into Tax Filing Season and Cost Taxpayers Billions

  • Ben Ritz Alex Kilander
Blog  |  February 26, 2025

Child Opportunity Accounts Would Expand Opportunity and Financial Capability for American Children

  • Alex Kilander
  • Never miss an update:

  • Subscribe to our newsletter
PPI Logo
  • Twitter
  • LinkedIn
  • Facebook
  • Donate
  • Careers
  • © 2025 Progressive Policy Institute. All Rights Reserved.
  • |
  • Privacy Policy
  • |
  • Privacy Settings