Economics and markets
October 30, 2023
The labor market remains robust, with the demand for workers exceeding supply. However, Vanguard’s proprietary data on enrollments in 401(k) retirement plans suggest a continued softening in hires, especially of women. Firms appear to be holding back on hiring as they enter budget planning for 2024.
Our data show that the rate of new hires as a percentage of the existing workforce has been declining in recent months. The latest reading stood at 2.5% in September 2023, down slightly from 2.6% in August and 2.7% in July.1
“We’ve been watching the new hires rate drop pretty steadily over the course of 2022 and 2023, which suggests a softening in the labor market,” said David Pakula, a Vanguard investment strategist.
The Job Openings and Labor Turnover Survey (JOLTS) data also show signs of a hiring slowdown this year. The survey of 21,000 establishments, published by the U.S. Bureau of Labor Statistics, is a measure of labor market strength and is closely watched by economists, policymakers, and financial advisors.
Notes: Both hires rates refer to new hires as a share of existing employees. The Vanguard hires rate is calculated at the firm level and is based on new enrollments in 401(k) retirement plans administered by Vanguard divided by the number of all active 401(k) plan participants in a given month. New hires are recorded based on their hire date rather than their retirement plan enrollment date. The last 12 months of the Vanguard hires series are adjusted upward to account for an empirically observed lag in 401(k) enrollment times for new hires. The series is seasonally adjusted using the X-13 ARIMA method. The data set represents a balanced sample of firms of all sizes across all sectors of the economy that offer retirement plans that Vanguard has administered since January 2003. The JOLTS hires rate is based on a nationally representative survey of 21,000 nonfarm business and government establishments. The gray bars indicate economic recessions.
Sources: Vanguard and the U.S. Bureau of Labor Statistics, as of September 30, 2023.
Vanguard’s hiring data show the female hires rate—the number of female hires as a share of all employees—gaining ground relative to the male hires rate over the past 10 years. That trend peaked in 2020, after the worst of the pandemic, when the rate of female hiring surged and exceeded that of males. It reached an all-time high of 2.3% in April 2021. Hiring in general has declined since then, however, and the female hires rate dropped back below the male hires rate as of August 2023.
“JOLTS doesn’t capture hirings by gender,” said Fiona Greig, Vanguard’s global head of investor research and policy, “but our data do, and the data illustrate gradual growth in female labor force participation prior to the pandemic and after the initial job losses of 2020. However, with hires tapering for women in particular, we may be at an inflection point.”
Notes: Both hires rates refer to new hires as a share of total existing employees. The Vanguard hires rate is calculated at the firm level and is based on new enrollments in 401(k) retirement plans administered by Vanguard divided by the number of all active 401(k) plan participants in a given month. New hires are recorded based on their hire date rather than their retirement plan enrollment date. The last 12 months of the Vanguard hires series are adjusted upward to account for an empirically observed lag in 401(k) enrollment times for new hires. The series is seasonally adjusted using the X-13 ARIMA method. The data set represents a balanced sample of firms of all sizes across all sectors of the economy that offer retirement plans that Vanguard has administered since January 2003. The gray bars indicate economic recessions.
Sources: Vanguard and the U.S. Bureau of Labor Statistics, as of September 30, 2023.
The strength in the female hires rate compared with the male hires rate over the last decade could reflect a combination of greater labor force churn for women (more hires and separations), an increase in female representation in the workforce, and a greater increase in retirement plan participation for women than men. Between 2013 and 2023, the female share of employees increased from 39% to 42% even though the retirement plan participation rate grew more for men than women (8 percentage points for men and 4 percentage points for women between 2013 and 2022).2
Vanguard data are consistent with government data, which also indicate a new historic high for labor force participation among women. Despite early fears that women would not return to the workforce after leaving in 2020, the participation rate among prime-working-age women—77.8% —is now higher than it was before the pandemic.3
Vanguard’s proprietary hires data are rooted in real-world 401(k) retirement plan participant data.
It should be noted that Vanguard hires data do not capture the whole U.S. economy, since only roughly half of workers—a group disproportionately composed of higher-income workers—have access to employer-sponsored retirement plans. Moreover, employers that offer 401(k) plans tend to be larger, more mature, and concentrated in certain industries.
1 We have made retroactive adjustments to the hires series based on three sources: 1) mergers and acquisitions activity between plan sponsors, 2) adjustments to plan participant information, and 3) differences between observed and predicted 401(k) enrollment lags among plan participants.
2 Source: Vanguard’s How America Saves 2023.
3 Source: U.S. Department of Labor. “Statement by Acting Secretary of Labor Su on June Jobs Report.” July 7, 2023. Available at https://www.dol.gov/newsroom/releases/osec/osec20230707
Note: CFA® is a registered trademarks owned by CFA Institute.
Contributors
David Pakula, CFA
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