Disparate Impact: COVID-19 Job Losses by Sector and Gender in Oregon

by Gail Krumenauer

January 5, 2021

Every recession is unique, with varying impacts on workers in different parts of the economy. The dot com recession in 2001 hit high-tech harder than other sectors. Construction bore the hardest brunt of job losses during the Great Recession. The COVID-19 recession, now in its eighth month, is showing its own set of disparate impacts in Oregon and nationwide.

In March and April, Oregon’s total nonfarm payroll employment dropped by 285,200, or 14.5%. Oregon regained nearly half (46% or 131,700) of the net job loss by November. Both the initial spring losses and the rebound in employment look quite different by sector and across workers of varying demographics.

Initial Shock by Sector

One out of every seven jobs in Oregon was either temporarily or permanently lost in two months’ time. That’s a stunning and unparalleled rate of job loss over such a short period. Three of the state’s service-based sectors lost much larger shares of jobs. Leisure and hospitality – including hotels, restaurants, and theaters – shed 110,500 jobs in March and April, more than half (-51.1%) of its employment. Other services – which includes automotive repair, and barber shops and beauty salons – dropped one-fourth of its 65,800 jobs (-25.2%). Private education services also saw sharp declines (-8,200 or -21.9%) as schools shuttered in the spring.

Recovery is underway in each of these sectors. By November, leisure and hospitality regained half of the spring job losses, while other services added 59% of the initial loss. Private education has been slower to rebound. These establishments have only added back 800 jobs, as instruction remains largely online and initial estimates show lower enrollments. Even with the initial bounce back, these combined sectors remain 72,200 jobs below their February level.
Second Wave of Job Losses

While most sectors are rebounding from the initial COVID-19 recession job losses, others are starting to see additional declines as COVID-19 and its economic impacts linger. The state’s local government and wholesale trade sectors each had lower rates of job loss than Oregon overall in March and April. They’re still on the downward slide though. Since April, wholesale trade lost another 300 jobs (-0.4%) for a total decline of 6.9% since February. Similarly, local government – roughly half of which is K-12 and higher education – dropped by 15,400 jobs (-6.7%) in spring and lost another 11,100 jobs since then.

Job Losses in Female-Dominated Sectors

The differing makeup of each sector’s workforce, and different impacts of the COVID-19 closures by sector, means workers in some demographic groups are feeling this recession to a greater degree than others so far. Women held the majority of jobs in each of the three sectors with the largest initial losses by share. In 2019, the Census Bureau’s Quarterly Workforce Indicators show women held two out of three jobs in private education services. They accounted for 54% of jobs in leisure and hospitality, and 55% in other services.

Women also hold two out of three jobs in public education services. Most public school districts in Oregon remain physically closed, and as detailed by the Office of Economic Analysis, that’s creating negative employment impacts. Enrollments are down, and online education largely cuts the need for substitute teachers.

Women’s Unemployment and Labor Force Outcomes

The disparate impact to sectors where more women have jobs is reflected in unemployment rates. Since the COVID-19 recession began in Oregon, the unemployment rate for women has consistently been 1.6 to 2.7 percentage points higher than for men. In November 2020, the unemployment rate for women was 6.8%, compared with 5.2% for men.
Unemployment rates only capture those who’ve remained in the labor force. If someone lost or quit a job, and hasn’t actively looked for one in the past four weeks, or isn’t available or able to take a job offered to them, they’re no longer counted as being in the labor force.

Education: the Linchpin

The COVID-19 closures for health and safety measures have resulted in unparalleled job losses in majority-female sectors. With only partial recovery in these sectors, and the continued closure of many education services establishments, women have seen disproportionate, negative outcomes in unemployment and labor force departures. Other disparate impacts have occurred so far in this recession as well – by geography, and race and ethnicity – which will continue to be researched and published at QualityInfo.org in the coming weeks and months.

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