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The Job Openings and Labor Turnover Survey (JOLTS) national estimates of job openings, hires, and separations have been affected by the coronavirus (COVID-19) pandemic. This page provides further information on the effects of the COVID-19 pandemic for the January 2021 JOLTS news release.
More information on the JOLTS methodology can be found in the JOLTS Handbook of Methods chapter.
Data collection for JOLTS was affected by the COVID-19 pandemic. Prior to the pandemic, JOLTS collected 42 percent of data by phone at the JOLTS data collection center on average. Most phone respondents were asked to report electronically. However, data collection was adversely affected by the inability to reach some respondents that normally respond by phone.
Collection mode | 12-month average through February 2020 | March 2020 | April 2020 | May 2020 | June 2020 | July 2020 | August 2020 | September 2020 | October 2020 | November 2020 | December 2020 | January 2021 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Phone |
42% | 19% | 27% | 28% | 32% | 31% | 32% | 33% | 29% | 30% | 31% | 31% |
Web |
52% | 75% | 68% | 67% | 62% | 65% | 63% | 62% | 66% | 65% | 64% | 64% |
Other |
6% | 6% | 5% | 5% | 6% | 4% | 5% | 6% | 6% | 5% | 6% | 5% |
The preliminary JOLTS response rate for January 2021 was 43 percent. In December 2020, the final response rate was 48 percent. In the year prior to the pandemic, the preliminary response rate averaged 54 percent and the final response rate averaged 58 percent.
In January 2021, JOLTS response rates declined in all size classes and industries. The industries most affected were state and local government education and state and local government, excluding education.
Time period | Preliminary rate | Final rate |
---|---|---|
12-month average through February 2020 |
54% | 58% |
March 2020 |
46% | 51% |
April 2020 |
44% | 49% |
May 2020 |
45% | 51% |
June 2020 |
47% | 50% |
July 2020 |
46% | 50% |
August 2020 |
47% | 50% |
September 2020 |
47% | 50% |
October 2020 |
45% | 49% |
November 2020 |
43% | 47% |
December 2020 |
42% | 48% |
January 2021 |
43% | Not available |
JOLTS imputation for January resulted in very few cells with more imputation relative to the previous year. The industries that generally experienced more imputation were retail trade and real estate and rental and leasing.
At the onset of the pandemic, the JOLTS program reviewed all estimation and methodological procedures. Changes to the JOLTS estimation and seasonal adjustment methods are described below.
For the January 2021 preliminary and the December 2020 final JOLTS estimates, there was no suppression of the alignment process. The JOLTS hires minus separations and over-the-month nonfarm employment changes are no longer significantly different. Please see below for further explanation.
BLS modified the JOLTS estimates for the March preliminary through the November preliminary estimates to better reflect the impact of the COVID-19 pandemic and produce the highest quality JOLTS estimates possible. The estimation process usually includes an alignment of monthly hires minus separations to the over-the-month change in the Current Employment Statistics (CES) employment estimates. BLS suspended the alignment process during this time frame because the differing reference periods for the CES employment estimates (pay period including the 12th of the month) and the JOLTS hires and separations estimates (the entire reference month) led to different measurement outcomes. For example, hires and separations during the latter half of April were not included in the CES employment change for April, but were included in the JOLTS data for the month.
The alignment portion of the JOLTS estimation process was designed to correct a long-term divergence between the JOLTS implied employment change and the CES employment change. JOLTS hires minus separations and CES employment change generally approximate one another. Alignment was developed to correct small monthly discrepancies between the two series that build up over time; it was not designed to address a substantial short-term divergence between the two series.
Seasonal adjustment factors can be either multiplicative or additive. A multiplicative seasonal effect is assumed to be proportional to the level of the series. A sudden large increase in the level of the series will be accompanied by a proportionally large seasonal effect. In contrast, an additive seasonal effect is assumed to be unaffected by the level of the series. In times of relative economic stability, the multiplicative option is generally preferred over the additive option. However, in the presence of a large level shift in a time series, multiplicative seasonal adjustment factors can result in systematic over- or under-adjustment of the series; in such cases, additive seasonal adjustment factors are preferred since they tend to more accurately track seasonal fluctuations in the series and have smaller revisions.
In accordance with the survey’s usual practice, the seasonal adjustment factors were reviewed through the calendar year ending in December 2020, and 5 years of seasonally adjusted estimates were revised. The majority of the JOLTS series will retain the additive designation.
Please see the following tables for a comparison of January 2021 estimates to historical levels.
Sector and region | January 2021 level | Monthly change | Monthly percent change | Last time level was smaller or equal or next closest | Last time level was larger or equal or next closest | Last time monthly change was smaller or equal or next closest | Last time monthly change was larger or equal or next closest | Last time monthly percent change was smaller or equal or next closest | Last time monthly percent change was larger or equal or next closest | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total nonfarm |
6,917 | 165 | 2.4 | Dec 2020 | 6,752 | Feb 2020 | 7,012 | Dec 2020 | -14 | Oct 2020 | 262 | Dec 2020 | -0.2 | Oct 2020 | 4.0 |
Total private |
6,236 | 142 | 2.3 | Dec 2020 | 6,094 | Feb 2020 | 6,241 | Dec 2020 | 16 | Oct 2020 | 270 | Dec 2020 | 0.3 | Oct 2020 | 4.6 |
Government |
681 | 22 | 3.3 | Dec 2020 | 659 | Nov 2020 | 688 | Dec 2020 | -29 | Jul 2020 | 127 | Dec 2020 | -4.2 | Jul 2020 | 18.8 |
Region |
|||||||||||||||
Northeast |
1,150 | 8 | 0.7 | Dec 2020 | 1,142 | Nov 2020 | 1,166 | Dec 2020 | -24 | Oct 2020 | 82 | Dec 2020 | -2.1 | Oct 2020 | 7.5 |
South |
2,714 | 69 | 2.6 | Dec 2020 | 2,645 | Oct 2020 | 2,717 | Dec 2020 | 22 | Oct 2020 | 72 | Dec 2020 | 0.8 | Oct 2020 | 2.7 |
Midwest |
1,525 | 60 | 4.1 | Dec 2020 | 1,465 | Jul 2020 | 1,562 | Dec 2020 | 10 | Jul 2020 | 202 | Dec 2020 | 0.7 | Jul 2020 | 14.9 |
West |
1,528 | 27 | 1.8 | Dec 2020 | 1,501 | Feb 2020 | 1,656 | Dec 2020 | -21 | Oct 2020 | 54 | Dec 2020 | -1.4 | Oct 2020 | 3.7 |
Sector and region | January 2021 level | Monthly change | Monthly percent change | Last time level was smaller or equal or next closest | Last time level was larger or equal or next closest | Last time monthly change was smaller or equal or next closest | Last time monthly change was larger or equal or next closest | Last time monthly percent change was smaller or equal or next closest | Last time monthly percent change was larger or equal or next closest | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total nonfarm |
5,301 | -110 | -2.0 | Apr 2020 | 3,942 | Dec 2020 | 5,411 | Dec 2020 | -608 | Nov 2020 | -16 | Dec 2020 | -10.1 | Nov 2020 | -0.3 |
Total private |
4,965 | -107 | -2.1 | Apr 2020 | 3,718 | Dec 2020 | 5,072 | Dec 2020 | -577 | Nov 2020 | -47 | Dec 2020 | -10.2 | Nov 2020 | -0.8 |
Government |
337 | -2 | -0.6 | Sep 2020 | 325 | Dec 2020 | 339 | Dec 2020 | -31 | Nov 2020 | 31 | Dec 2020 | -8.4 | Nov 2020 | 9.1 |
Region |
|||||||||||||||
Northeast |
859 | -8 | -0.9 | Apr 2020 | 558 | Dec 2020 | 867 | Dec 2020 | -70 | Oct 2020 | 23 | Dec 2020 | -7.5 | Oct 2020 | 2.4 |
South |
1,955 | -201 | -9.3 | Apr 2020 | 1,487 | Dec 2020 | 2,156 | Dec 2020 | -302 | Nov 2020 | 45 | Dec 2020 | -12.3 | Nov 2020 | 1.9 |
Midwest |
1,192 | -11 | -0.9 | Apr 2020 | 923 | Dec 2020 | 1,203 | Dec 2020 | -113 | Nov 2020 | 86 | Dec 2020 | -8.6 | Nov 2020 | 7.0 |
West |
1,295 | 111 | 9.4 | Dec 2020 | 1,184 | Nov 2020 | 1,309 | Dec 2020 | -125 | May 2020 | 1,239 | Dec 2020 | -9.5 | May 2020 | 127.1 |
Sector and region | January 2021 level | Monthly change | Monthly percent change | Last time level was smaller or equal or next closest | Last time level was larger or equal or next closest | Last time monthly change was smaller or equal or next closest | Last time monthly change was larger or equal or next closest | Last time monthly percent change was smaller or equal or next closest | Last time monthly percent change was larger or equal or next closest | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total nonfarm |
5,307 | -275 | -4.9 | Sep 2020 | 5,235 | Dec 2020 | 5,582 | Aug 2020 | -491 | Dec 2020 | -162 | Aug 2020 | -9.1 | Dec 2020 | -2.8 |
Total private |
4,983 | -253 | -4.8 | Oct 2020 | 4,878 | Dec 2020 | 5,236 | Aug 2020 | -445 | Dec 2020 | -69 | Aug 2020 | -9.0 | Dec 2020 | -1.3 |
Government |
325 | -21 | -6.1 | Jun 2017 | 320 | Dec 2020 | 346 | Dec 2020 | -93 | Oct 2020 | 119 | Dec 2020 | -21.2 | Oct 2020 | 27.7 |
Region |
|||||||||||||||
Northeast |
813 | -45 | -5.2 | Sep 2020 | 753 | Dec 2020 | 858 | Dec 2020 | -46 | Nov 2020 | 12 | Aug 2020 | -8.9 | Dec 2020 | -5.1 |
South |
2,086 | -100 | -4.6 | Aug 2020 | 1,985 | Dec 2020 | 2,186 | May 2020 | -2,108 | Dec 2020 | 10 | May 2020 | -54.0 | Dec 2020 | 0.5 |
Midwest |
1,071 | -95 | -8.1 | May 2020 | 980 | Dec 2020 | 1,166 | Dec 2020 | -142 | Nov 2020 | 106 | Dec 2020 | -10.9 | Nov 2020 | 8.8 |
West |
1,338 | -34 | -2.5 | Oct 2020 | 1,157 | Dec 2020 | 1,372 | Oct 2020 | -68 | Dec 2020 | 17 | Oct 2020 | -5.6 | Dec 2020 | 1.3 |
Sector and region | January 2021 level | Monthly change | Monthly percent change | Last time level was smaller or equal or next closest | Last time level was larger or equal or next closest | Last time monthly change was smaller or equal or next closest | Last time monthly change was larger or equal or next closest | Last time monthly percent change was smaller or equal or next closest | Last time monthly percent change was larger or equal or next closest | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total nonfarm |
1,687 | -136 | -7.5 | Sep 2020 | 1,555 | Dec 2020 | 1,823 | Dec 2020 | -300 | Nov 2020 | 395 | Dec 2020 | -14.1 | Nov 2020 | 22.9 |
Total private |
1,592 | -142 | -8.2 | Oct 2020 | 1,483 | Dec 2020 | 1,734 | Dec 2020 | -196 | Nov 2020 | 447 | Dec 2020 | -10.2 | Nov 2020 | 30.1 |
Government |
94 | 5 | 5.6 | Dec 2020 | 89 | Nov 2020 | 194 | Dec 2020 | -105 | Oct 2020 | 96 | Dec 2020 | -54.1 | Oct 2020 | 64.4 |
Region |
|||||||||||||||
Northeast |
317 | -39 | -11.0 | Sep 2020 | 257 | Dec 2020 | 356 | Jul 2020 | -92 | Dec 2020 | -26 | Jul 2020 | -22.7 | Dec 2020 | -6.8 |
South |
567 | -9 | -1.6 | Oct 2020 | 553 | Dec 2020 | 576 | Dec 2020 | -60 | Nov 2020 | 83 | Dec 2020 | -9.4 | Nov 2020 | 15.0 |
Midwest |
295 | -43 | -12.7 | Jan 2013 | 299 | Dec 2020 | 338 | Dec 2020 | -189 | Nov 2020 | 126 | Dec 2020 | -35.9 | Nov 2020 | 31.4 |
West |
507 | -47 | -8.5 | Oct 2020 | 396 | Dec 2020 | 554 | Aug 2020 | -115 | Dec 2020 | -24 | Aug 2020 | -22.9 | Dec 2020 | -4.2 |
Sector and region | January 2021 level | Monthly change | Monthly percent change | Last time level was smaller or equal or next closest | Last time level was larger or equal or next closest | Last time monthly change was smaller or equal or next closest | Last time monthly change was larger or equal or next closest | Last time monthly percent change was smaller or equal or next closest | Last time monthly percent change was larger or equal or next closest | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total nonfarm |
3,311 | -96 | -2.8 | Nov 2020 | 3,296 | Dec 2020 | 3,407 | Aug 2020 | -195 | Dec 2020 | 111 | Aug 2020 | -6.1 | Dec 2020 | 3.4 |
Total private |
3,142 | -82 | -2.5 | Nov 2020 | 3,113 | Dec 2020 | 3,224 | Aug 2020 | -172 | Dec 2020 | 111 | Aug 2020 | -5.9 | Dec 2020 | 3.6 |
Government |
169 | -14 | -7.7 | Apr 2020 | 166 | Dec 2020 | 183 | Nov 2020 | -45 | Dec 2020 | 0 | Nov 2020 | -19.7 | Dec 2020 | 0.0 |
Region |
|||||||||||||||
Northeast |
444 | 8 | 1.8 | Dec 2020 | 436 | Nov 2020 | 466 | Dec 2020 | -30 | Oct 2020 | 19 | Dec 2020 | -6.4 | Oct 2020 | 4.3 |
South |
1,420 | -45 | -3.1 | Aug 2020 | 1,308 | Dec 2020 | 1,465 | Apr 2020 | -277 | Dec 2020 | 20 | Apr 2020 | -24.0 | Dec 2020 | 1.4 |
Midwest |
720 | -41 | -5.4 | Nov 2020 | 709 | Dec 2020 | 761 | Aug 2020 | -130 | Dec 2020 | 52 | Aug 2020 | -16.5 | Dec 2020 | 7.3 |
West |
727 | -19 | -2.5 | Nov 2020 | 676 | Dec 2020 | 746 | Oct 2020 | -38 | Dec 2020 | 70 | Oct 2020 | -5.3 | Dec 2020 | 10.4 |
Last Modified Date: March 11, 2021