1. Boro Nikic WP1&WP2 meeting Rome, November 2016
WP1-SURS update
Boro Nikic
WP1&WP2 meeting
Rome, November 2016

2. Current Survey on JV (1)
EU regulation: Number of JV ads broken down by activity (B-S) and size (10+ employees)
Population: Legal units with at least 1 employee
legal units (without public sector )
Sample
8.942 legal units (probability sample)
+ cca legal units from public sector
enot  20 % of poulation
STRATUM
Size class
Number of units
Rate
1-2 zaposleni osebi
2.095
23,4 1
3-9 zaposlenih oseb
3.570
39,9 2
zaposlenih oseb
2.065
23,1 3
zaposlenih oseb
1.033
11,6 4
250 in več zaposlenih oseb
179
2,0
Skupaj
8.942
100,0

3. Slovenian Job Portals
There are around 30 Job portals in Slovenia. Two of the most important ones cover more then 95% JV ads.
Since May 2016 weakly collection of data from those two portals.

4. Structure of the scraped data

5. Record linkage with BR 31.5. 31.8. N % 1.1 1401 72,03 1271 75,61 1.2
365
18,77
250
14,87
1.3 3
0,15 2
0,12
2.1 22
1,13 24
1,43
2.2 9
0,46 13
0,77 4 11
0,57 15
0,89 7 16
0,82 27
1,61 8
0,54 10 82
4,22 49
2,91 17
0,87
0,41 19
TOTAL
1945
100,00
1681
1 Merging by unique (short, complete, abbreviated ) name of enterprise
2 Merging by unique (short, complete) name of enterprise. The location of enterprise is
removed from the name
4-6 merging by non-unique (short, complete, abbreviated ) name of enterprise and location of the work/enterprise
7-8 Record linkage by using distance function (short, complete, name of enterprise)
Manual (agencies, bigger enterprises)
11 Record linkage by using distance function (complete name of enterprise)
0 Unmerged

6. Duplicates Key for merging: name of enterprise, job title, location
Števec
31.5.
31.8.
817
818
0.1
518
63,40
538
65,77
0.2
241
29,50
221
27,02
0.3 63
7,71 59
7,21 1
563
356 2
285
254 3 42 47 4 5
0 – number of distinct enterprises
0.1 - number of enterprises which advertise only on MojeDelo
0.2 - number of enterprises which advertise only on MojaZaposlitev
0.3 - number of enterprises which advertise on both Job potrtals
1 - number of enterprises with unique ads on MojeDelo
2 - number of enterprises with unique ads on MojaZaposlitev
3 - number of enterprises with more than one ads on MojaZaposlitev and MojeDelo
4 - number of enterprises with more than ads on MojaZaposlitev and MojeDelo. Number of ads on both portals doesn't match.

7. Weakly movement of Number of JV ads

8. IT tools involved in scraping Job portals
Data Scraping Studio
SAS Contextual Analytics
SCRAPING
OUTPUT FILE
STORAGE
STATISTICAL PRODUCTION

9. Coverage: Sample vs. scraped&admin data
Reported data
Scraped&
admin data
Job portals
Enterprise websites
Number of JV ads
4312
2321
1073
262
Percentage
100%
54%
25% 6%

10. Planned activities (1)
Additional question in questionnaire for regular JV survey (2017)
Main goal: collection the info about mode of advertising of JV ads
Side goal: collection of URLs of enterprises
Job portals
Enterprise websites
Employment agencies
Newspapers
Social networks (Linkedln,Facebook,..)

11. Planned activities (1)
December 2016: Meeting with the Employment Service of Slovenia (ESS)
Aim: deeper knowledge about cooperation between enterprises and ESS
January 2016: Meeting with the Employment agencies
Aim: cooperation SURS and agencies
Agency
Number of eployees 1
AC d.o.o. 79 2
ADECCO H.R. d.o.o.
3255 3
KARIERA D.O.O.
1296 4
KI INTERIM D.O.O.
167 5
KOROTAJ D.O.O.
330 6
MANPOWER D.O.O.
467 7
PAPIR SERVIS D.O.O.
518 8
TRENKWALDER D.O.O.
1242

12. Planned activities (3) Processing of Job portals data in 2017:
Weekly movement of number of JV ads broken down by main economic activities (and by size groups)
Testing the models for grossing up Job portals (and other) JV data on target population level (auxiliary informations from Statistical register of employees)
Record linkage with Standard Occupational Classification System

13. Thank you for your attention! boro.nikic@gov.si