1. Job Openings Attract More Applicants Early
In the Workweek and in the First Half
Of the Month Says New DHI Database
Dr. Steven J. Davis
University of Chicago Booth School of Business
August 10, 2016

2. Statistics Derived from
The DHI Database
The next four slides report charts produced from the DHI Vacancy and Application Flow Database following the analysis in “Application Flows” by Steven J. Davis and Brenda Sanmeigo de la Parra (2016).
August 10, 2016

7. Derived from JOLTS Data
Statistical Products
Derived from JOLTS Data
The following slides contain charts and tables produced using data from the Job Openings and Labor Turnover Survey following the analytical framework and measurement methods in Davis, Faberman and Haltiwanger (2012, 2013).
Steven J. Davis
faculty.chicagobooth.edu/steven.davis/
August 10, 2016

9. Decennial
Census
Hiring

12. Three-Month Moving Averages

15. Three-Month Moving Averages

16. Recruiting Intensity Index By Industry and Time Period
2001 to 2003
2004 to 2006
2008
2009
2010 to 2012
2013
2014
2015
Jan.-Jun. 2016
Resources
0.99
1.06
1.05
0.70
1.00
0.98
1.04
0.92
0.93
Construction
1.07
0.89
0.90
1.01
0.94
0.88
0.86
Manufacturing
1.02
1.09
0.95
0.85
Wholesale and Retail Trade
1.10
0.96
0.84
1.03
Warehouse, Trans. & Utilities
1.13
1.11
Information
1.08
0.87
0.83
0.91
1.15
Financial Services
Professional and Business Services
Education
Health Services
Leisure and Hospitality
0.97
Other Services
Government
1.12
Non-Farm

17. Mean Vacancy Duration (Number of Working Days)
By Industry and Time Period
2001 to 2003
2004 to 2006
2008
2009
2010 to 2012
2013
2014
2015
Jan.-Jun. 2016
Resources
12.0
14.0
18.1
13.5
18.7
17.3
22.5
16.5
14.2
Construction
7.9
8.8
7.3
4.3
6.1
9.5
10.9
11.5
15.3
Manufacturing
17.4
20.9
21.6
13.8
23.4
28.4
29.2
30.6
33.5
Wholesale and Retail Trade
15.8
15.5
13.1
15.9
19.8
18.6
20.6
23.1
Warehouse, Trans. & Utilities
17.0
11.3
18.2
23.9
28.0
29.0
Information
25.8
36.0
34.4
40.9
36.5
36.7
35.3
31.9
Financial Services
32.1
27.6
25.7
33.3
36.2
37.3
43.1
42.2
Professional and Business Services
18.3
19.9
21.3
16.6
18.8
19.6
21.9
26.5
Education
25.0
22.0
18.5
21.1
23.8
26.6
31.2
30.2
Health Services
39.1
35.8
36.4
29.8
34.6
38.4
45.0
48.0
Leisure and Hospitality
13.7
14.8
14.9
10.4
13.3
19.3
19.7
20.0
Other Services
25.2
16.9
18.9
20.1
20.8
Government
33.2
30.7
35.7
32.2
33.0
35.9
37.7
38.0
36.8
Non-Farm
24.1
26.8
28.1

18. Focus on Professional & Business Services
Mean Vacancy Duration (Number of Working days)
By Industry and Time Period
2001 to 2003
2004 to 2006
2008
2009
2010 to 2012
2013
2014
2015
Jan.-Jun. 2016
Professional and Business Services
18.3
19.9
21.3
16.6
18.8
19.6
21.9
26.5
Private
19.3
20.1
15.5
19.0
21.6
23.2
26.0
27.5
Non-Farm
20.0
21.1
22.5
24.1
26.8
28.1
Recruiting Intensity Index
1.08
1.07
0.90
0.83
0.94
0.96
1.00
1.01
0.99
1.05
0.95
0.86
0.92
1.02

19. Mean Vacancy Duration by Establishment Size Selected Time Periods
Class Size
2001 to 2003
2004 to 2005
2006
2008
2009
2010 to 2012
2013
2014
2015
Jan.-May 2016
1-9
19.4
18.2
17.2
19.9
13.3
16.7
19.2
23.3
27.8
28.1
10-49
15.2
14.9
17.4
16.5
12.9
15.7
19.0
20.7
22.9
25.8
50-249
17.0
19.3
15.1
17.9
21.0
21.2
24.7
21.5
25.4
24.8
17.7
24.4
24.0
26.5
29.4
30.8
36.3
34.8
44.2
35.8
34.4
37.2
36.7
39.5
40.9
5000+
48.8
44.3
39.4
39.9
40.8
55.9
56.7
57.0
60.8
58.6
Recruiting Intensity Index
By Establishment Size and Time Period
0.98
1.10
1.06
0.96
0.95
0.94
0.90
0.9
1.05
1.07
0.89
0.99
1.0
1.09
1.08
0.81
0.91
1.01
0.84
1.00
1.04
1.14
1.1
0.97
1.11
1.35
1.12
0.78
0.79
0.83

20. References
Davis, Steven J., R. Jason Faberman and John Haltiwanger (2012), “Recruiting Intensity during and after the Great Recession: National and Industry Evidence,” American Economic Review, Papers & Proceedings, 102, no. 3 (May), Davis, Steven J., R. Jason Faberman and John Haltiwanger (2013), “The Establishment-Level Behavior of Vacancies and Hiring,” Quarterly Journal of Economics, 128, no. 2 (May), Davis, Steven J. and Brenda Sanmiego de la Parra, (2016), “Application Flows,” working paper, University of Chicago. Hornstein, Andreas, Marianna Kudlyak and Fabian Lange, 2014, “Measuring Resource Utilization in the Labor Market,” Economic Quarterly, Federal Reserve Bank of Richmond, 1Q 2014.