Working remotely is becoming increasingly rare a few years after the pandemic caused millions of Americans to decamp from worksites to their basements and bedrooms.

Some 72.5% of business establishments said their employees teleworked rarely or not at all last year, according to a Labor Department report released this week. That figure climbed from 60.1% in 2021. The survey showed about 21 million more workers on-site full time in 2022, compared with the prior year. An establishment is defined as each business location—such as an individual restaurant in a chain.