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Trends in Work from Home in the U.S.: Insights from Six Datasets
An analysis of survey data finds that WFH remains elevated from prepandemic levels, suggesting remote work is an enduring feature of the U.S. workforce.
Journal Article
Cell Phone Data Suggest Persistent Differences in Work from Home by Income, Race, and Education during the Pandemic
Social-distancing policies to combat the spread of COVID-19 led to an initial spike in work from home. We use high-frequency cell phone geolocation data to assess how work from home has evolved since then. We show that work from home declined as restrictions eased but remains above pre-pandemic levels. In addition, we find that differences across income, race, and education in work from home that emerged with the pandemic persist a year later.
Working Paper
COVID-19 Is a Persistent Reallocation Shock
Drawing on data from the firm-level Survey of Business Uncertainty, we present three pieces of evidence that COVID-19 is a persistent reallocation shock. First, rates of excess job and sales reallocation over 24-month periods have risen sharply since the pandemic struck, especially for sales. We compute these rates by aggregating over monthly firm-level observations that look back 12 months and ahead 12 months. Second, as of December 2020, firm-level forecasts of sales revenue growth over the next year imply a continuation of recent changes, not a reversal. Third, COVID-19 shifted relative ...
Working Paper
Heterogeneity in Work From Home: Evidence from Six U.S. Datasets
This paper documents heterogeneity in work from home (WFH) across six U.S. data sets. These surveys agree that pre-pandemic differences in WFH rates by sex, education, and state of residence expanded following the Covid-19 outbreak. The surveys also show similar post-pandemic trends in WFH by firm size and industry. We show that an industry's WFH potential was highly correlated with actual WFH during the first year or two of the Covid-19 pandemic, but that this correlation was much weaker before and after the pandemic, suggesting that WFH potential is a necessary but not sufficient ...
The Impact of Work from Home on Interstate Migration in the U.S.
An analysis of work patterns suggests that the rise in interstate migration since 2020 has largely been the result of an increased share of people working from home.
Potential Jobs Impacted by Covid-19
In this blog, we conduct an exercise to determine the potential consequences of the Covid-19 pandemic on near-term labor market outcomes. This is not a forecast, but an attempt to provide some discipline around potential bounds of the number of jobs impacted by the crisis. We estimate that between nine and 26 million jobs are potentially affected,1 with a best guess of around 15 million. If these jobs are lost, the June unemployment rate could reach between 14% and 18%, with a best guess of around 15%.
Working Paper
Work from Home and Interstate Migration
Interstate migration by working-age adults in the US declined substantially during the Great Recession and remained subdued through 2019. We document that interstate migration rose sharply following the 2020 Covid-19 outbreak, nearly recovering to pre-Great recession levels, and provide evidence that this reversal was primarily driven by the rise in work from home (WFH). Before the pandemic, interstate migration by WFH workers was consistently 50% higher than for commuters. Since the Covid-19 outbreak, this migration gap persisted while the WFH share tripled. Using quasi-panel data and ...
Working Paper
Work from Home Before and After the COVID-19 Outbreak
Based on novel survey data, we document a persistent rise in work from home (WFH) over the course of the COVID-19 pandemic. Using theory and direct survey evidence,we argue that three quarters of this increase reflects adoption of new work arrangements that will likely be permanent for many workers. A quantitative model matched to surveydata predicts that twice as many workers will WFH full-time post-pandemic compared to pre-pandemic, and that one in every five instead of seven workdays will be WFH. These model predictions are consistent with survey evidence on workers' own expectations about ...
Journal Article
Were Teleworkable Jobs Pandemic-Proof?
While the majority of pandemic-related job losses have been in occupations where working from home was not possible, work-from-home or “teleworkable” jobs were not pandemic-proof. In addition, the number of teleworkable jobs lost and recovered differed by workers’ sex and education status. Both college-educated and non-college-educated women experienced larger employment losses and slower recoveries in teleworkable jobs than their male counterparts.
Working Paper
Measuring Trends in Work From Home: Evidence from Six U.S. Datasets
This paper documents the prevalence of work from home (WFH) in six U.S. data sets. These surveys measure WFH using different questions, reference periods, samples, and survey collection methods. Once we construct samples and WFH measures that are comparable across surveys, all surveys broadly agree about the trajectory of aggregate WFH since the Covid-19 outbreak. The surveys agree that pre-pandemic differences in WFH rates by sex, education, and state of residence expanded following the Covid-19 outbreak. The surveys also show similar post-pandemic trends in WFH by firm size and industry. ...