Work-from-home access expanded unevenly across income groups
Remote work surged during the pandemic, but the increase was not evenly distributed across workers. The chart compares the share of U.S. workers working from home by income decile in 2019 and 2021.
The overall pattern is clear. Higher-income workers experienced much larger increases in remote work participation, while lower-income workers saw far smaller gains.
Top earners saw the biggest jump in remote work
Workers in the highest income decile recorded the largest share of remote work in 2021 at 37.9%.
This was dramatically higher than workers in the lowest income decile, where only 11.6% worked from home. The gap between the top and bottom groups exceeded 26 percentage points.
Upper-income groups consistently showed stronger remote work adoption. The 9th income decile reached roughly 29%, while the 8th decile climbed above 22%.
In contrast, lower and middle-income groups remained much closer to the low teens.
Most lower-income workers stayed tied to in-person jobs
Workers in the 1st through 5th income deciles generally remained below 15% remote work participation in 2021.
Even though remote work increased compared to 2019, the gains were relatively modest among lower-income groups.
The middle-income brackets showed some improvement, but the sharpest increases were concentrated among workers near the top of the income distribution.
This suggests that remote work opportunities were strongly linked to occupation type and earnings level.
Why higher-income workers benefited more
Many high-paying occupations are concentrated in sectors such as technology, finance, and professional services, where work can be performed digitally.
Lower-income jobs are more likely to involve physical presence, including retail, hospitality, transportation, healthcare support, and service work.
As a result, workers with higher incomes had greater access to flexible work arrangements during the pandemic and after.
Education levels, digital infrastructure, and employer policies also contributed to these differences.
What this means for workers and inequality
The data shows that remote work became both a labor market benefit and a form of economic privilege.
Workers with access to remote jobs often gained flexibility, reduced commuting costs, and greater schedule control. Meanwhile, many lower-income workers continued to rely on in-person work environments.
This divide may have widened broader inequalities related to income, work-life balance, and career flexibility.
The broader takeaway is clear. Remote work expanded rapidly, but the benefits were distributed far more heavily toward higher-income workers.
Dataset
Data Sources
U.S. Census Bureau. (2023). Home-Based Workers and the COVID-19 Pandemic, ACS-52, Figure 4. https://www.census.gov/library/publications/2023/acs/acs-52.html
U.S. Census Bureau. (2023). American Community Survey (ACS). https://www.census.gov/programs-surveys/acs.html
