Title: Wyoming
1Wyomings Labor Exchange (Wyoming at Work )
Utilization Analysis Presented toThe Wyoming
Workforce Development CouncilCheyenne,
WY02/09/2011 Presented byWilliam (Tony)
GloverWyoming Department of EmploymentResearch
Planningwilliam.glover_at_state.wy.us
2- Executive Summary
- In 2009
- 13.9 of employers with New Hires hired at least
1 individual that browsed a job on W_at_W. - 6.1 of all New Hires browsed/requested
information on a job order placed by the employer
that would hire them. - Larger employers are more likely to have hired
at least 1 New Hire that had browsed W_at_W - Employers in the Public Administration and
Educational Services industries are more likely
to have hired at least 1 employee that browsed
W_at_W but the Manufacturing industry has the
highest percent of New Hires that browsed W_at_W.
3This is what Wyoming at Work looks like to
employers, job seekers, and other end users.
4This is what Wyoming at Work looks like to
Programmers and Analysts.
5- The Wyoming at Work Database has
- 1,208 User Tables
- 41 System Tables
- 12,081 Distinct Column Names (Fields)
- 3,399 Stored Procedures (Pre-written programs)
- Of the 12,081 field names, many are used multiple
times in different tables with different
meanings. For example, username refers to the
employers usernames in employer tables and
username refers to the clients usernames in job
seeker tables
6Data Validation Comparison of Active Job Orders
to Average Quarterly Employment.
7- Tables used for this analysis from the Wyoming at
Work database -
- joborders Information pertaining to the job
order posted for recruitment. - emp Information about the employers.
- ind Information about the job seekers.
- joborderstracker Records a transaction each
time a jobseeker requests contact information on
a job order. - indjobsfolder Records a transaction each time
a job seeker browses a job order.
8- Tables used for this analysis from Research
Plannings databases -
- wr_base Contains a record for each individual
employed in Wyoming by year, qtr, and employer. - qcew Contains a record for each employer
paying wages in Wyoming by year and quarter. It
also includes data that describes the employer
such as industry, ownership, size, etc. - lookup_tables NAICS and SOC.
9- Linking Wyoming at Work to Research Plannings
databases part 1 -
- Individuals - Both W_at_W and RPs administrative
databases are SSN based. Therefore linking
jobseekers from W_at_W to persons employed in RPs
data was relatively easy. - Employers RPs qcew data captures employers
unemployment insurance account number (UI), as
well as, a Federal Employer Identification Number
(FEIN). RPs wage data is captured at the UI
level. W_at_Ws emp data captures FEIDs on 72 and
UI on 47 of the employers records.
10- Linking Wyoming at Work to Research Plannings
databases part 2 -
- RP staff created a lookup table that
crosswalks the employers username to a valid UI
account number. The results are below.
11The Nuts Bolts, Pieces Parts, etc extracted
from Wyoming at Work Database. Data from the W_at_W
database combined with the UI account lookup
table were combined to create a table with the
following data SSN Social Security Number UI
Employer UI Account First Browse Date Date job
order was requested or browsed Highest Browse
Status Request for contact info ranked higher
than browse Number of Browses Number of
distinct dates on which the individual browsed or
requested a job order.
12The Nuts Bolts extracted from Research
Plannings Databases. Data from the RPs
databases were combined to create a table with
the following data SSN Social Security
Number UI Employer UI Account New Hire Quarter
First quarter that the SSN occurred with the UI
account NAICS Employers industry Size Class
Employers size class based on number of employees
13The Working Table from combined W_at_W and Research
Plannings Databases.
SSN UI HIRED BROWSED QTRS RETAINED
999-99-9999 23A 2007Q3 0
999-99-9999 92A 2007Q4 2007Q3 8
999-99-9999 23B 2008Q1 2
999-99-9999 23C 2008Q3 0
999-99-9999 81C 2008Q3 0
999-99-9999 21A 2008Q3 1
14The Working Table Quarters in which the
individual Browsed or Requested in W_at_W.
SSN UI HIRED BROWSED QTRS RETAINED
999-99-9999 23A 2007Q3 0
999-99-9999 92A 2007Q4 2007Q3 8
999-99-9999 23B 2008Q1 2
999-99-9999 23C 2008Q3 0
999-99-9999 81C 2008Q3 0
999-99-9999 21A 2008Q3 1
15The Working Table Quarters in which the
individual was a New Hire.
SSN UI HIRED BROWSED QTRS RETAINED
999-99-9999 23A 2007Q3 0
999-99-9999 92A 2007Q4 2007Q3 8
999-99-9999 23B 2008Q1 2
999-99-9999 23C 2008Q3 0
999-99-9999 81C 2008Q3 0
999-99-9999 21A 2008Q3 1
16The Working Table New Hire event where the
individual Browsed employer posting in W_at_W.
SSN UI HIRED BROWSED QTRS RETAINED
999-99-9999 23A 2007Q3 0
999-99-9999 92A 2007Q4 2007Q3 8
999-99-9999 23B 2008Q1 2
999-99-9999 23C 2008Q3 0
999-99-9999 81C 2008Q3 0
999-99-9999 21A 2008Q3 1
17Results From 2007 to 2010 the percent of New
Hires that Browsed a job on W_at_W runs 5.0 7.0
percent.
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23Hypothetically In the top right corner 100 of
the employers would use W_at_W for 100 of their New
Hires.
24Future Research Suggestions Recall that the
analysis is built from the SSN UI Account level
SSN UI HIRED BROWSED QTRS RETAINED
999-99-9999 23A 2007Q3 0
999-99-9999 92A 2007Q4 2007Q3 8
999-99-9999 23B 2008Q1 2
999-99-9999 23C 2008Q3 0
999-99-9999 81C 2008Q3 0
999-99-9999 21A 2008Q3 1
25- Future Research Suggestions
- What we know about the individuals
- Age and Gender
- Where they live Where they work
- Attachment to Wyoming
- Attachment to an industry
- Attachment to an employer
- Stability or instability as an employee
- Work History, Employment Retention, Wage
Progression - Career Readiness Status, Unemployment Insurance
Workers Compensation Claims History and Status
26- Future Research Suggestions
- What we know about the employers
- Industry and Ownership
- Counties with Employment
- Employees attachment to the employer
- Stability of the employers employees
- Previous hiring and retention patterns
- Wage Competitiveness